{"id":"W2417005496","doi":"10.1201/9781003067078-4","title":"Insect Cell Immobilization","year":2020,"lang":"en","type":"article","venue":"","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Insect; Chemistry; Biology; Botany","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004434999,0.001169502,0.0007053138,0.0006983299,0.0004759897,0.0007090346,0.0006334719,0.0007046165,0.004177358],"category_scores_gemma":[0.0002324624,0.0003842461,0.0008195153,0.0005716498,0.0002778847,0.0003236067,0.000708917,0.000859185,0.004328242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003916526,"about_ca_system_score_gemma":0.0002176071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009975216,"about_ca_topic_score_gemma":0.001931537,"domain_scores_codex":[0.999438,0.00005568027,0.00009290853,0.0001504552,0.0001726704,0.00009028315],"domain_scores_gemma":[0.9998882,0.00002537623,0.00002451635,0.00002698486,0.00001990138,0.00001493171],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00005566116,0.00002550644,0.0001655467,0.0002572828,0.00001483862,0.00009705655,0.00003856492,0.00005592576,0.9915619,0.0002471578,0.0005490435,0.00693134],"study_design_scores_gemma":[0.00002584136,0.0002673565,0.002082698,0.00005870535,0.00008561347,0.0007073628,0.00003875727,0.0007409265,0.9241325,0.0001567436,0.07167193,0.00003153493],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5304233,0.07438792,0.2894824,0.001976936,0.001919974,0.002948639,0.01989166,0.006472548,0.07249665],"genre_scores_gemma":[0.6323777,0.0331048,0.2275794,0.001182381,0.0002391545,0.001863006,0.03967617,0.0006026456,0.06337487],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004177358,"threshold_uncertainty_score":0.01397467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03150501747182573,"score_gpt":0.2352759906253702,"score_spread":0.2037709731535445,"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."}}