{"id":"W4379881349","doi":"10.1242/jcs.261344","title":"First person – Connie Shen","year":2023,"lang":"en","type":"article","venue":"Journal of Cell Science","topic":"Cell Adhesion Molecules Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Biology; Selection (genetic algorithm); Library science; Anthropology; Cognitive science; Sociology; Artificial intelligence; Psychology; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.009502084,0.001277738,0.001124181,0.002099357,0.01317359,0.01140357,0.00147418,0.005493699,0.0717141],"category_scores_gemma":[0.04776542,0.0007745274,0.0004983133,0.001154344,0.007741763,0.008501892,0.007150961,0.01315549,0.02745603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01130485,"about_ca_system_score_gemma":0.01749545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01752126,"about_ca_topic_score_gemma":0.02130808,"domain_scores_codex":[0.9797222,0.007356782,0.0006701681,0.004425713,0.006142045,0.001683091],"domain_scores_gemma":[0.9378901,0.01179111,0.002091024,0.00330878,0.02198354,0.02293546],"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":[0.00003109387,0.00002082859,0.0002944329,0.0000920201,0.000005797143,0.0002945688,0.004745459,0.00002504637,0.0002766856,0.006351843,0.9754557,0.01240647],"study_design_scores_gemma":[0.000005075841,0.00001423919,0.0002306238,0.0001649741,0.000001659289,0.000445299,0.005668492,0.00002950136,0.0001313313,0.00159636,0.9916853,0.00002722454],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.004673094,0.02029504,0.003010415,0.8130525,0.06318633,0.0001337963,0.0004494383,0.0005637101,0.09463571],"genre_scores_gemma":[0.08146708,0.00972133,0.003244968,0.4664188,0.008340175,0.0004673986,0.000196131,0.0008982063,0.429246],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0717141,"threshold_uncertainty_score":0.2399076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04854576038822257,"score_gpt":0.3361823661948793,"score_spread":0.2876366058066567,"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."}}