{"id":"W4231321724","doi":"10.4000/formationemploi.3566","title":"Lectures","year":2012,"lang":"fr","type":"article","venue":"Formation emploi","topic":"China's Global Influence and Migration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Historical Studies in Education","funders":"","keywords":"Political science","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003059933,0.00009647712,0.00008604674,0.00004234127,0.000382555,0.00007239346,0.000102241,0.0001344714,0.001001475],"category_scores_gemma":[0.00007712276,0.00009570707,0.00006856978,0.000330094,0.0001300385,0.00328356,0.00001799297,0.00009666244,0.003151064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001798541,"about_ca_system_score_gemma":0.00004326305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001140133,"about_ca_topic_score_gemma":0.0005597459,"domain_scores_codex":[0.9989493,0.0001140107,0.0002054244,0.000067163,0.0002688917,0.0003951649],"domain_scores_gemma":[0.9995529,0.00003035784,0.0001048098,0.00009736877,0.00007095424,0.0001435872],"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":[0.00001176335,0.0001385217,0.006772313,0.00006673055,0.00002240352,4.718621e-7,0.1272037,0.0001311958,0.0003121334,0.4697748,0.2802114,0.1153546],"study_design_scores_gemma":[0.00009534197,0.00002542221,0.01580895,0.00002905583,0.00002193048,0.000005254414,0.00201153,0.00007148128,0.0005616686,0.005748969,0.9754857,0.0001346662],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8051613,0.02034399,0.005866035,0.01268177,0.006472671,0.0004019704,0.00003598155,0.0001671069,0.1488692],"genre_scores_gemma":[0.9882906,0.0006693492,0.0002817095,0.00154237,0.001251844,0.000009181233,0.00003163665,0.00000567941,0.007917592],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6952744,"threshold_uncertainty_score":0.9999117,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04096450588374531,"score_gpt":0.338962282755909,"score_spread":0.2979977768721637,"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."}}