{"id":"W4390538768","doi":"10.1002/mmr.32284","title":"Offer Ideas for Environmentally Friendly Takeaways","year":2024,"lang":"en","type":"article","venue":"The Membership Management Report","topic":"Marine and Offshore Engineering Studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Citation; Computer science; User Friendly; World Wide Web; Programming language","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003835938,0.001188013,0.0003329336,0.001219986,0.005834402,0.01551171,0.001748097,0.004861729,0.2003627],"category_scores_gemma":[0.006741122,0.0004720749,0.0009307886,0.0009174742,0.004258603,0.01409944,0.01155459,0.005548659,0.07023857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002708409,"about_ca_system_score_gemma":0.002865562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001533556,"about_ca_topic_score_gemma":0.00511712,"domain_scores_codex":[0.9962531,0.0009863196,0.00007517587,0.0002672587,0.001715583,0.0007025738],"domain_scores_gemma":[0.9955503,0.0009508977,0.0002183939,0.0004668762,0.0007586545,0.002054994],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005315436,0.0002171987,0.0007697627,0.0002411931,0.0000120803,0.0005114002,0.01442941,0.000143065,0.001182411,0.3033631,0.5781861,0.1008912],"study_design_scores_gemma":[0.000005839711,0.00001428847,0.00009759798,0.00005891558,0.000002832325,0.00006726357,0.004677696,0.00003343987,0.0001403556,0.01368446,0.9812081,0.00000930203],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007087225,0.002389807,0.01530926,0.08658814,0.008715337,0.0002168278,0.0002024223,0.0009624999,0.8785285],"genre_scores_gemma":[0.05531375,0.002455705,0.01001928,0.01925141,0.001140267,0.0002365353,0.0002326575,0.0007543654,0.9105961],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2003627,"threshold_uncertainty_score":0.6702799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008755700417253848,"score_gpt":0.2158722173589659,"score_spread":0.207116516941712,"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."}}