{"id":"W7029131555","doi":"","title":"Ice adhesion on amphiphilic methacrylate copolymer surfaces","year":2019,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Education Methods and Technologies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Copolymer; Adhesion; Polymer; Amphiphile; Methacrylate","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":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003265308,0.0007718872,0.0009018644,0.0006765125,0.002621957,0.000206845,0.001444259,0.00181549,0.001103121],"category_scores_gemma":[0.003846851,0.0007742721,0.0004375564,0.001231803,0.0002473132,0.0007282916,0.0001117421,0.00193407,0.001670306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007881597,"about_ca_system_score_gemma":0.0002605295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003773527,"about_ca_topic_score_gemma":0.004052015,"domain_scores_codex":[0.9938266,0.001488949,0.0008219315,0.001364513,0.001480623,0.001017437],"domain_scores_gemma":[0.995676,0.001468097,0.0008916017,0.00111873,0.0005229177,0.000322652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001446438,0.0002703642,0.0001021447,0.000209253,0.0001674773,0.00001281464,0.0002086584,0.00001302153,0.01726584,0.6523829,0.0000561142,0.3291668],"study_design_scores_gemma":[0.0007880757,0.0003909451,0.00150106,0.0008904795,0.0003202781,0.00000269456,0.01951058,0.000005624895,0.1783208,0.1081189,0.6878295,0.002321069],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7563353,0.0008755396,6.508432e-8,0.0002998828,0.00414625,0.0008419809,0.0002616657,0.0006935607,0.2365458],"genre_scores_gemma":[0.9305619,0.002332004,0.001646972,0.000428204,0.0001119402,0.0001412314,0.0002676124,0.0001752629,0.06433485],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6877734,"threshold_uncertainty_score":0.99981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04052944187202338,"score_gpt":0.340024892023956,"score_spread":0.2994954501519326,"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."}}