{"id":"W7137567620","doi":"","title":"Marion Nicoll","year":2013,"lang":"en","type":"other","venue":"Directory of Open access Books (OAPEN Foundation)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Craft; Personal life","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":[],"consensus_categories":[],"category_scores_codex":[0.0005396007,0.0004463462,0.0002473416,0.001737189,0.005481234,0.003468933,0.0008418061,0.001067961,0.1245329],"category_scores_gemma":[0.001749841,0.0002743809,0.0001443912,0.001274985,0.001076485,0.002151975,0.002333705,0.001951286,0.05269752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00414387,"about_ca_system_score_gemma":0.004706822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07021472,"about_ca_topic_score_gemma":0.1988397,"domain_scores_codex":[0.9994659,0.00005338486,0.00000953008,0.00009657341,0.0002792185,0.0000953876],"domain_scores_gemma":[0.9992781,0.00007497261,0.00002249286,0.00003212726,0.0003168553,0.0002754102],"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":[0.000007016132,0.000005092947,0.00009974594,0.00003141957,4.765349e-7,0.00006813463,0.000402375,0.00001070315,0.00007918263,0.007804794,0.9642572,0.02723384],"study_design_scores_gemma":[4.500483e-7,7.148311e-7,0.00009040639,0.0000340029,3.0538e-7,0.00006800961,0.0001812137,0.000004809304,0.0000365239,0.0002988462,0.999283,0.000001789567],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001437165,0.02014012,0.0007356318,0.02992783,0.006842887,0.00003927654,0.000451018,0.0004366604,0.9399894],"genre_scores_gemma":[0.006005007,0.005766335,0.0004491608,0.00314591,0.0003754359,0.00001832443,0.0001190117,0.0002205649,0.9839003],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1245329,"threshold_uncertainty_score":0.4166041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09666271724798822,"score_gpt":0.4172114331923426,"score_spread":0.3205487159443544,"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."}}