{"id":"W2951939806","doi":"10.4000/books.cths.5721","title":"Histoire de la migration marchande de la Vallée de Barcelonnette : une première esquisse","year":2019,"lang":"fr","type":"book-chapter","venue":"Éditions du Comité des travaux historiques et scientifiques eBooks","topic":"Historical Studies and Socio-cultural Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre de Santé et de Services Sociaux de la Montagne","funders":"","keywords":"Humanities; Art","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.002253011,0.001000395,0.001076047,0.0004553407,0.01276543,0.0009561257,0.0007639985,0.0009479245,0.001279748],"category_scores_gemma":[0.0001787182,0.0009826383,0.001168087,0.00008230896,0.009556547,0.0003408397,0.000218999,0.001467923,0.0001022817],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02150599,"about_ca_system_score_gemma":0.0005571858,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01163956,"about_ca_topic_score_gemma":0.02551343,"domain_scores_codex":[0.9947721,0.001432904,0.001006836,0.001085898,0.000682004,0.001020302],"domain_scores_gemma":[0.9962403,0.001152151,0.000588582,0.0006835228,0.000792339,0.000543131],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005347234,0.0002068686,0.00009550512,0.0004103841,0.0003588567,0.00012753,0.113247,0.0000446321,0.0007462126,0.8035542,0.07763009,0.003525248],"study_design_scores_gemma":[0.0003826091,0.0001973289,0.00009206961,0.000761827,0.000651691,0.0001003406,0.0009246693,0.0004401589,0.00007007909,0.1006115,0.8947504,0.001017267],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03260197,0.007255248,0.006686771,0.02438777,0.001796669,0.001014996,0.0009978659,0.0006791196,0.9245796],"genre_scores_gemma":[0.1055858,0.006933329,0.002203127,0.0005171265,0.001125614,0.00015811,0.0003806061,0.0001713246,0.882925],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8171203,"threshold_uncertainty_score":0.9996332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01846467809297089,"score_gpt":0.2318587058508211,"score_spread":0.2133940277578502,"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."}}