{"id":"W6945477955","doi":"10.25446/oxford.20241135.v1","title":"Literature and Medicine, Rutgers Robert Wood Johnson Medical School, New Brunswick","year":2022,"lang":"en","type":"other","venue":"Figshare","topic":"Lichen and fungal ecology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Introspection; Narrative; Syllabus; Interpersonal communication; Work (physics); Information professional","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001075923,0.001480564,0.0008868225,0.003702761,0.001673303,0.004509328,0.001442338,0.001527708,0.5252809],"category_scores_gemma":[0.002845367,0.0006442008,0.000456661,0.002750524,0.001072487,0.002277519,0.002075532,0.003333464,0.3022336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003312949,"about_ca_system_score_gemma":0.007941528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02046343,"about_ca_topic_score_gemma":0.08253071,"domain_scores_codex":[0.9991844,0.00008170674,0.00006133048,0.0002267539,0.0002983713,0.0001474374],"domain_scores_gemma":[0.9977483,0.0002896059,0.0001149278,0.0001721726,0.0005700337,0.001104906],"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":[0.0001099368,0.0001015123,0.0009848262,0.0004573393,0.00001040804,0.001319536,0.0001877854,0.000169681,0.001074356,0.004463051,0.6797065,0.3114151],"study_design_scores_gemma":[0.00001490849,0.0000232535,0.002094711,0.0007106087,0.000003965799,0.0006695571,0.0002012136,0.00005846838,0.0002730696,0.001415949,0.9945163,0.00001786388],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003882951,0.05892131,0.001801369,0.02886,0.005280572,0.0004865036,0.01068388,0.001499961,0.8885834],"genre_scores_gemma":[0.005714466,0.04891171,0.003332993,0.002269842,0.0006294323,0.0001354089,0.003812639,0.00052771,0.9346658],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5252809,"threshold_uncertainty_score":0.6771291,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01758402898998364,"score_gpt":0.231150916701487,"score_spread":0.2135668877115034,"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."}}