{"id":"W4296938667","doi":"","title":"Expedition Emmentaler","year":2015,"lang":"de","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Ecology, Conservation, and Geographical Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Philosophy","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00752522,0.0006033339,0.0005995124,0.0001645959,0.00104201,0.0003555508,0.001454944,0.0005833465,0.003629418],"category_scores_gemma":[0.001753428,0.0006433204,0.0003393513,0.0007003414,0.001465753,0.0003073533,0.002710397,0.0008538793,0.002304549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004784431,"about_ca_system_score_gemma":0.0001560984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004556432,"about_ca_topic_score_gemma":0.00908585,"domain_scores_codex":[0.9902302,0.005888188,0.0008917876,0.001401822,0.0008621333,0.0007258569],"domain_scores_gemma":[0.9942008,0.001497381,0.0007358024,0.001946859,0.001141911,0.0004772898],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001343569,0.006877362,0.5214442,0.0005207414,0.001034447,0.00004627796,0.06037124,0.0004687354,0.005867364,0.05487972,0.2424945,0.1058611],"study_design_scores_gemma":[0.002821362,0.000004747701,0.4135817,0.002146778,0.0004284145,0.00002259282,0.002047193,0.009227911,0.01593871,0.04424753,0.5069979,0.002535186],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7366379,0.005461737,0.02107116,0.06931295,0.002172365,0.001816455,0.0003648291,0.0005007389,0.1626619],"genre_scores_gemma":[0.9543856,0.005694518,0.01310657,0.0009888079,0.0001635092,0.0003245739,0.001595648,0.0000836088,0.02365712],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2645034,"threshold_uncertainty_score":0.9996018,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01850913131445596,"score_gpt":0.226736943850449,"score_spread":0.208227812535993,"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."}}