{"id":"W4318141643","doi":"10.1126/science.adg7885","title":"Finding time for my passion","year":2023,"lang":"en","type":"article","venue":"Science","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Passion; Psychology; Social psychology","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":[0.01571603,0.001116278,0.0015033,0.00257088,0.0197596,0.02742819,0.002998884,0.01200207,0.09159085],"category_scores_gemma":[0.07996061,0.0007216134,0.001916991,0.001001032,0.01763855,0.01827369,0.01816644,0.03839419,0.04659738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005679721,"about_ca_system_score_gemma":0.01543725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001650594,"about_ca_topic_score_gemma":0.003190299,"domain_scores_codex":[0.9845493,0.005159989,0.000480829,0.001335894,0.004082324,0.004391731],"domain_scores_gemma":[0.8968596,0.009559985,0.004939947,0.003970013,0.01625334,0.06841701],"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":[0.00007832613,0.0001166837,0.001522044,0.0001220167,0.00004857989,0.0005681477,0.009649,0.00003798909,0.0005397364,0.05008543,0.9137669,0.0234651],"study_design_scores_gemma":[0.0000356021,0.00008685812,0.0008033584,0.0005077358,0.00001850179,0.0005397052,0.03191966,0.00004893104,0.0001609908,0.038883,0.9269441,0.00005152169],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004320556,0.004514282,0.002294999,0.8395463,0.09412037,0.00006077717,0.0001102292,0.0002639031,0.0547686],"genre_scores_gemma":[0.1201024,0.004809962,0.006027856,0.4706056,0.04474756,0.000376083,0.0003583445,0.001232709,0.3517395],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.09159085,"threshold_uncertainty_score":0.3064019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3363731739418763,"score_gpt":0.6125152364941875,"score_spread":0.2761420625523112,"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."}}