{"id":"W6899194491","doi":"10.58079/rmul","title":"Colloque TICEducation – Le #Storify","year":2014,"lang":"en","type":"article","venue":"OpenEdition (OpenEdition)","topic":"French Language Learning Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Natural (archaeology); Context (archaeology); Identification (biology)","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":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003063309,0.0001989119,0.000257191,0.0001727381,0.001368839,0.0003369796,0.0004993233,0.000243307,0.00445602],"category_scores_gemma":[0.002758473,0.0002242323,0.0001034493,0.0006063033,0.0003068273,0.006534946,0.00006192676,0.0003127153,0.001794837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002965311,"about_ca_system_score_gemma":0.000555527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002312633,"about_ca_topic_score_gemma":0.00878356,"domain_scores_codex":[0.9964411,0.001537317,0.0003617486,0.0004685843,0.0007175535,0.0004737398],"domain_scores_gemma":[0.9980314,0.0006057906,0.0002664613,0.0004228518,0.0003798301,0.0002936],"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":[0.00001675408,0.0001705633,0.0002456558,0.00002110338,0.00002024524,0.000004555968,0.002224355,0.0001162781,0.001031639,0.9337524,0.03090012,0.03149638],"study_design_scores_gemma":[0.0005400562,0.00009156548,0.01158518,0.00005703341,0.00002967542,0.000005094509,0.001855232,0.0001067597,0.00155021,0.007813544,0.9759949,0.0003706949],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01834263,0.0002844011,0.04630553,0.1167305,0.006955092,0.001044092,0.0000313893,0.0005891161,0.8097172],"genre_scores_gemma":[0.9167022,0.00006214596,0.02439416,0.01913626,0.003632598,0.0003720773,0.0004010088,0.000049474,0.03525007],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9450948,"threshold_uncertainty_score":0.9999312,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02117587333514249,"score_gpt":0.3128891256752953,"score_spread":0.2917132523401528,"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."}}