{"id":"W2611358726","doi":"","title":"Two models in the world of Métis fiddling: John Arcand and Andy DeJarlis","year":2010,"lang":"en","type":"book-chapter","venue":"Aberdeen University Research Archive (Aberdeen University)","topic":"Philosophy and Theoretical Science","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"History; Art","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001769223,0.0004717407,0.0006812952,0.002689294,0.0007972841,0.00005958442,0.002604042,0.0003966866,0.001117093],"category_scores_gemma":[0.00006472645,0.0004552266,0.0002565919,0.0009576291,0.00531953,0.0003954901,0.001600592,0.003301935,0.00009667586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000183926,"about_ca_system_score_gemma":0.0002920153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003072516,"about_ca_topic_score_gemma":0.01364045,"domain_scores_codex":[0.9954137,0.000956647,0.0003089839,0.001169976,0.001032349,0.001118368],"domain_scores_gemma":[0.9950392,0.002818693,0.000231254,0.001127367,0.0002905034,0.0004929806],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0007335781,0.0001632942,0.0003192318,0.00003512855,0.0001586538,0.001375448,0.002932182,0.000009310518,0.00009935548,0.9919526,0.0005608447,0.001660401],"study_design_scores_gemma":[0.002532145,0.0005136838,0.00122311,0.0002522005,0.0001544327,0.00003843816,0.001874275,0.0001085028,0.00002970588,0.6975714,0.2950478,0.0006542691],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.007670346,0.0001311908,0.0003368418,0.000967501,0.0001027321,0.0007854666,0.0004723386,0.00003670726,0.9894969],"genre_scores_gemma":[0.5782573,0.0008044616,0.0008806024,0.0001142397,0.0001851259,9.500449e-7,0.00009494671,0.00006158959,0.4196007],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.570587,"threshold_uncertainty_score":0.999796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0605977822548721,"score_gpt":0.304750621406641,"score_spread":0.2441528391517689,"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."}}