{"id":"W2096541859","doi":"10.1080/00207160.2011.606905","title":"The extended homotopy perturbation method and boundary layer flow due to condensation and natural convection on a porous vertical plate","year":2011,"lang":"en","type":"article","venue":"International Journal of Computer Mathematics","topic":"Fractional Differential Equations Solutions","field":"Mathematics","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trinity Western University; Western University","funders":"United Arab Emirates University","keywords":"Mathematics; Boundary layer; Homotopy analysis method; Homotopy perturbation method; Perturbation (astronomy); Porous medium; Porosity; Natural convection; Mechanics; Mathematical analysis; Geometry; Homotopy; Convection; Materials science; Physics; Composite material; Pure mathematics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00063359,0.0001657271,0.0002386221,0.0002288656,0.000208464,0.0002044338,0.0002215094,0.00007343989,0.00002987645],"category_scores_gemma":[0.0006089028,0.0001198397,0.00008343993,0.00008436915,0.00008270192,0.0002848966,0.00008676705,0.0002895127,0.00001085968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001345292,"about_ca_system_score_gemma":0.00006166912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004601339,"about_ca_topic_score_gemma":0.0000136587,"domain_scores_codex":[0.9983247,0.0001255365,0.0006388137,0.0001501572,0.0006174295,0.0001433974],"domain_scores_gemma":[0.9972803,0.001429135,0.000303146,0.0001445191,0.0007412367,0.0001016501],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0007132242,0.001004202,0.00006256987,0.0000668796,0.001051452,0.00009735362,0.01115567,0.0002396233,0.001891418,0.9095982,0.002035719,0.0720837],"study_design_scores_gemma":[0.001039334,0.0004309441,0.008087712,0.0001991486,0.0001256177,0.002154717,0.0003039522,0.2133184,0.00136829,0.7723927,0.0003633757,0.0002158092],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2563407,0.00004603769,0.7402261,0.00150476,0.001419836,0.0002187378,0.000006445914,0.00002543259,0.000211968],"genre_scores_gemma":[0.708163,0.00002281058,0.2910746,0.0002476983,0.0003404406,0.000009295129,0.000003417121,0.00002052923,0.0001182385],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.4518223,"threshold_uncertainty_score":0.488692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05162499091816072,"score_gpt":0.3329235075926743,"score_spread":0.2812985166745136,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}