{"id":"W4387066731","doi":"10.1007/978-3-031-33418-4_15","title":"Commentary: Andrea’s Organic Scientist","year":2023,"lang":"en","type":"book-chapter","venue":"Springer texts in education","topic":"Art, Technology, and Culture","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Narrative; Art history; Psychoanalysis; History; Art; Psychology; Literature","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":[0.0104477,0.001648663,0.002499269,0.00219216,0.01305341,0.01047061,0.004516785,0.07260288,0.01278602],"category_scores_gemma":[0.05796202,0.001446932,0.002412728,0.00164893,0.009611427,0.008625312,0.005471485,0.09223974,0.008596658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008407116,"about_ca_system_score_gemma":0.01415778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02127004,"about_ca_topic_score_gemma":0.03729121,"domain_scores_codex":[0.9913891,0.002331744,0.000641003,0.00143432,0.002766505,0.001437268],"domain_scores_gemma":[0.980119,0.0118363,0.00126998,0.0005766444,0.003929585,0.002268645],"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":[0.00001289779,0.000005395601,0.00002594657,0.00004537015,0.000007407173,0.0001180571,0.000231557,0.000009578183,0.00001669312,0.002623622,0.9959475,0.0009558751],"study_design_scores_gemma":[0.00002983078,0.000008874731,0.0001514192,0.0003242917,0.00002717136,0.0001679905,0.0008740025,0.00003482407,0.00009570069,0.003097491,0.9951631,0.00002537291],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00007195588,0.00155237,0.00003297694,0.9448931,0.05157237,0.000006738791,0.00002451351,0.000008099933,0.001837739],"genre_scores_gemma":[0.001391708,0.0009557473,0.00004981616,0.9582322,0.02992314,0.00003462446,0.000009736519,0.00003064443,0.00937245],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07260288,"threshold_uncertainty_score":0.0609982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02137653726177366,"score_gpt":0.2480881524177599,"score_spread":0.2267116151559863,"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."}}