{"id":"W2756691882","doi":"10.17077/etd.wluqsp4k","title":"Now too much for us","year":2015,"lang":"en","type":"dissertation","venue":"","topic":"Agriculture and Farm Safety","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"History","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002239031,0.000917608,0.0007712858,0.001167558,0.007231562,0.01325255,0.001495774,0.006970654,0.3290655],"category_scores_gemma":[0.00838458,0.0003294563,0.0007316404,0.001092461,0.004732224,0.01298703,0.008631932,0.010178,0.1876686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003091628,"about_ca_system_score_gemma":0.006369685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01176197,"about_ca_topic_score_gemma":0.01302438,"domain_scores_codex":[0.9976546,0.000621112,0.00007644804,0.0004569013,0.0006149408,0.0005759712],"domain_scores_gemma":[0.9958834,0.0004261503,0.0002104219,0.0005210887,0.001345177,0.001613725],"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":[0.00001730765,0.00002235649,0.0002773415,0.00006860855,0.000004284638,0.0001003373,0.000620358,0.00001189495,0.0001247606,0.01952792,0.9486257,0.03059908],"study_design_scores_gemma":[0.000001954214,0.000004255398,0.0001184165,0.0000653051,0.000001359372,0.00004205387,0.0008275636,0.000006371816,0.00003387425,0.001205434,0.9976881,0.000005357906],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.001930898,0.01266205,0.0008593596,0.5596391,0.07409192,0.00007737917,0.001115075,0.0007207976,0.3489035],"genre_scores_gemma":[0.01424691,0.005233223,0.0008579865,0.2041436,0.006454586,0.0000915103,0.0006263054,0.000431627,0.7679143],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.3290655,"threshold_uncertainty_score":0.9570066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02138319746760778,"score_gpt":0.2534366796330417,"score_spread":0.2320534821654339,"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."}}