{"id":"W4242144358","doi":"10.7202/501018ar","title":"Ramcat","year":2005,"lang":"fr","type":"article","venue":"Études littéraires","topic":"IoT-based Smart Home Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Art","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000351791,0.0004456457,0.0004471016,0.0001678383,0.0001220149,0.0001410266,0.0004003485,0.0003441204,0.001172087],"category_scores_gemma":[0.00006514105,0.0004954512,0.00023869,0.0003653077,0.0001482454,0.0004423176,0.00008576793,0.000407917,0.004861758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006483045,"about_ca_system_score_gemma":0.0001138482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006137136,"about_ca_topic_score_gemma":0.001401504,"domain_scores_codex":[0.9976349,0.0001044316,0.000575282,0.0004021797,0.0003817383,0.0009014016],"domain_scores_gemma":[0.9987835,0.0001444792,0.00006960673,0.0006541026,0.00006889101,0.0002794141],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003615305,0.0004307593,0.003984791,0.002191622,0.0006470021,0.00014669,0.004065044,0.05690458,0.005630556,0.3220631,0.2187627,0.385137],"study_design_scores_gemma":[0.0005036411,0.00006655843,0.003634588,0.000360651,0.00005518166,0.0000596442,0.0001742408,0.009772072,0.004477338,0.0001663709,0.9801593,0.0005703507],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4001698,0.2391752,0.003351277,0.04494077,0.02116606,0.001438688,0.0003330975,0.002953418,0.2864717],"genre_scores_gemma":[0.9502602,0.0003341328,0.005313075,0.0003092939,0.006944792,0.00004773335,0.00002069729,0.0001590926,0.03661097],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7613967,"threshold_uncertainty_score":0.9997497,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01243804041571811,"score_gpt":0.2233911888256246,"score_spread":0.2109531484099064,"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."}}