{"id":"W4247239718","doi":"10.7202/011030ar","title":"Introduction","year":2003,"lang":"fr","type":"article","venue":"Revue des sciences de l éducation","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Environmental science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001725304,0.0006347797,0.0003586862,0.001387839,0.002058974,0.004555272,0.001455398,0.001857785,0.4278554],"category_scores_gemma":[0.006087669,0.0001821636,0.000539033,0.001263679,0.001000589,0.00204912,0.002747098,0.001562014,0.2269931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001937851,"about_ca_system_score_gemma":0.003717332,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005522698,"about_ca_topic_score_gemma":0.005407241,"domain_scores_codex":[0.998552,0.0002515939,0.00005257318,0.0003269261,0.0005952277,0.0002216682],"domain_scores_gemma":[0.9975185,0.0004128781,0.0001040515,0.0003041538,0.001182559,0.0004777674],"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":[0.00009650869,0.00005884578,0.0009860126,0.0002831577,0.000006606949,0.0001290405,0.0007513398,0.0001260357,0.0004183671,0.1124353,0.6800112,0.2046976],"study_design_scores_gemma":[0.000004115582,0.00001026208,0.0003960058,0.00007913819,0.000001848127,0.00004893553,0.0001871343,0.00001926009,0.00009324206,0.004628726,0.9945276,0.000003719204],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002533256,0.002318768,0.006286009,0.01407753,0.007904821,0.0002434112,0.004397089,0.0008091939,0.9614298],"genre_scores_gemma":[0.01834847,0.002063953,0.004087044,0.006883187,0.002028052,0.0002885326,0.003942331,0.0003714166,0.961987],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5721446,"threshold_uncertainty_score":0.8160949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3790792078551088,"score_gpt":0.3885533009650345,"score_spread":0.009474093109925696,"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."}}