{"id":"W4249877191","doi":"10.5558/tfc76186-1","title":"University News/Nouvelles des Universités","year":2000,"lang":"fr","type":"article","venue":"The Forestry Chronicle","topic":"Educational Robotics and Engineering","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Political 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000918302,0.0001135986,0.00007775618,0.00002303302,0.0004218199,0.00008273646,0.0007642859,0.00006186537,0.001202986],"category_scores_gemma":[0.000005527402,0.0001068133,0.00006799556,0.0003596903,0.0002592462,0.0004266993,0.0001269042,0.0001673621,0.000512451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002881191,"about_ca_system_score_gemma":0.000362407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001240169,"about_ca_topic_score_gemma":0.0001773899,"domain_scores_codex":[0.9992166,0.00004071273,0.00007707126,0.0001863621,0.0001284281,0.0003507873],"domain_scores_gemma":[0.999375,0.00007825791,0.00002233221,0.0003717058,0.00003839091,0.000114254],"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":[0.00001421858,0.000137543,0.0008915589,0.00005607765,0.00006439458,0.00005544513,0.004369851,0.3711998,0.00004159502,0.4875537,0.01285304,0.1227628],"study_design_scores_gemma":[0.0004739041,0.0001004662,0.02880131,0.0001314309,0.00004562775,0.00008274414,0.001250696,0.248552,0.0001413901,0.008235357,0.7118599,0.0003251362],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9062245,0.008887976,0.02587507,0.01967875,0.001049411,0.0001358868,0.00001406365,0.000117248,0.03801713],"genre_scores_gemma":[0.8773655,0.001884173,0.004893431,0.0001302647,0.0003002285,2.416549e-7,0.000002886669,0.00001212154,0.1154112],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6990069,"threshold_uncertainty_score":0.99971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02086039587668973,"score_gpt":0.2118754612992973,"score_spread":0.1910150654226076,"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."}}