{"id":"W7047918093","doi":"","title":"THE INAUGURAL HOCART LECTURE, 29 avril 2016","year":2016,"lang":"en","type":"other","venue":"OpenEdition (OpenEdition)","topic":"Water Quality Monitoring and Analysis","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Politics; Human life; Event (particle physics); Alien","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005743373,0.00050797,0.0004361339,0.0001167496,0.0006917086,0.0003217375,0.0008973982,0.0003578672,0.04995932],"category_scores_gemma":[0.00006914186,0.0003167835,0.0002774066,0.0002529894,0.0005212101,0.001948518,0.0003434837,0.0003258624,0.04315678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003068747,"about_ca_system_score_gemma":0.00004417328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008626206,"about_ca_topic_score_gemma":0.001388024,"domain_scores_codex":[0.9969078,0.0003021178,0.0004839289,0.0007662061,0.0009211481,0.0006188135],"domain_scores_gemma":[0.9982438,0.0001526478,0.0004316561,0.0009002131,0.00002891184,0.0002427675],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001640378,0.00004769932,0.00007544515,0.00001256247,0.00009280641,0.00001185047,0.00001552757,0.00001179302,0.0002923713,0.001446753,0.9906711,0.007305684],"study_design_scores_gemma":[0.000392745,0.00005112207,0.000990746,0.0002168778,0.00009204724,0.00000990779,0.0000233252,0.000004992297,0.001821713,0.001717355,0.9941404,0.0005387748],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001070162,0.0006702158,0.001386848,0.02721661,0.00407951,0.0006427219,0.0005114091,0.000384899,0.9650007],"genre_scores_gemma":[0.007829859,0.0008431793,0.0002578557,0.003394046,0.003090573,0.0002690075,0.0005299399,0.0002765457,0.983509],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02382256,"threshold_uncertainty_score":0.9999284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01147423158711881,"score_gpt":0.2411016481519708,"score_spread":0.229627416564852,"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."}}