{"id":"W2914887551","doi":"","title":"L'éveil aux langues en contexte canadien : enjeux et leviers","year":2019,"lang":"fr","type":"article","venue":"","topic":"French Language Learning Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003529444,0.0002402268,0.0003860927,0.00008412352,0.000209107,0.0001098591,0.0005369484,0.0003082466,0.02200849],"category_scores_gemma":[0.001900723,0.0002305156,0.000156948,0.0004571902,0.000452827,0.0003697333,0.0001013779,0.000520143,0.003615807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004185168,"about_ca_system_score_gemma":0.0008711361,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3769757,"about_ca_topic_score_gemma":0.2564109,"domain_scores_codex":[0.9952487,0.002788636,0.0002778304,0.0004421341,0.000446952,0.0007957424],"domain_scores_gemma":[0.9976865,0.001297112,0.0001287301,0.0003989127,0.0001436627,0.0003450805],"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":[0.000008519031,0.00005902351,0.01377986,0.0001184554,0.0001233793,0.00008238286,0.1376143,0.0001039816,0.000500407,0.4417744,0.03322037,0.3726149],"study_design_scores_gemma":[0.0003029341,0.0001186411,0.005724736,0.0001210203,0.0000362839,0.000007076414,0.01835789,0.000197119,0.00008950421,0.001671533,0.9730241,0.0003491553],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1934884,0.02170076,0.0005246006,0.03981566,0.004702002,0.0004368988,0.00001828311,0.0001746163,0.7391388],"genre_scores_gemma":[0.2583982,0.0004516766,0.01191064,0.00347323,0.0004939772,0.000008694504,0.000009442258,0.00003341092,0.7252207],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9398037,"threshold_uncertainty_score":0.99716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03346448963112105,"score_gpt":0.3552392004574921,"score_spread":0.321774710826371,"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."}}