{"id":"W1984984274","doi":"10.7202/030888ar","title":"Implementing Reform: Factory Inspectors on Labour Reform in France, 1892‑1900","year":2006,"lang":"fr","type":"article","venue":"Historical Papers","topic":"Historical Studies and Socio-cultural Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Promulgation; Art; Ethnology; Sociology; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002837706,0.0005259516,0.0008128494,0.0001938365,0.004187217,0.0001009815,0.0003016772,0.0002575801,0.003143699],"category_scores_gemma":[0.0000318613,0.0004106814,0.000575385,0.0003781216,0.0003031141,0.0002411865,0.0001137131,0.0007540135,0.0003251496],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08295015,"about_ca_system_score_gemma":0.00004127903,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2697702,"about_ca_topic_score_gemma":0.07847564,"domain_scores_codex":[0.9963862,0.0001030102,0.0009620033,0.0006482079,0.0006547397,0.001245886],"domain_scores_gemma":[0.9990199,0.00007162399,0.0002871649,0.0002948135,0.0001229876,0.000203473],"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":[0.00007934959,0.001445496,0.006237415,0.000349333,0.0002912118,0.00020674,0.03502886,0.0000720791,0.0001464269,0.8489021,0.09426864,0.01297232],"study_design_scores_gemma":[0.0005337669,0.0002154642,0.00556408,0.00007157658,0.00007929496,8.202939e-7,0.003761098,0.00000874759,0.000003646506,0.0009813209,0.9881765,0.0006037155],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2932128,0.02351913,0.000002902648,0.05597997,0.005186508,0.0003217236,0.0001151862,0.000182185,0.6214796],"genre_scores_gemma":[0.4812243,0.001738911,0.00002252418,0.0005185241,0.002427596,0.00003122687,0.00003088266,0.00004234594,0.5139638],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8939078,"threshold_uncertainty_score":0.9998345,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01376661155082855,"score_gpt":0.2077266389436358,"score_spread":0.1939600273928072,"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."}}