{"id":"W4236631338","doi":"10.4000/laboreal.12985","title":"Experiencia","year":2007,"lang":"en","type":"article","venue":"Laboreal","topic":"Social Sciences and Policies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cegep de Sept Iles","funders":"","keywords":"Computer 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":[],"consensus_categories":[],"category_scores_codex":[0.0006978435,0.00003539438,0.00004683383,0.00002238293,0.0004725014,0.00004019849,0.0001672763,0.00005059955,0.0003055173],"category_scores_gemma":[0.0001003687,0.00003161897,0.00002354362,0.0004153718,0.000306962,0.0001034031,0.00001376071,0.00003822387,0.00004874582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004240294,"about_ca_system_score_gemma":0.00008079987,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0313103,"about_ca_topic_score_gemma":0.04877176,"domain_scores_codex":[0.9992328,0.00002551149,0.00007098058,0.00007736259,0.0002641763,0.0003291391],"domain_scores_gemma":[0.999694,0.00005795275,0.00002217042,0.00005672017,0.00004211749,0.0001270179],"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":[0.000003964201,0.00001420068,0.02588955,4.468318e-7,0.000001629049,0.000004374197,0.1678914,1.474816e-7,0.0001154137,0.7715794,0.00738246,0.02711693],"study_design_scores_gemma":[0.00004000188,0.0000102075,0.07132728,0.000001070355,0.000001079289,1.350218e-7,0.0363999,5.43772e-7,0.0001764065,0.003003746,0.8889767,0.00006290577],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4475978,0.00003847167,0.00006155294,0.0008216446,0.0004322125,0.0000376216,0.000001574537,0.00006025994,0.5509489],"genre_scores_gemma":[0.9946891,0.00003152842,0.0001781053,0.0006185975,0.0008852239,0.000001789007,6.815745e-7,0.000002474999,0.003592486],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8815942,"threshold_uncertainty_score":0.9751403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01858825234039733,"score_gpt":0.3954258500938501,"score_spread":0.3768375977534528,"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."}}