{"id":"W4387594062","doi":"10.1515/9780887553448-001","title":"Foreword","year":2006,"lang":"en","type":"book-chapter","venue":"University of Manitoba Press eBooks","topic":"Agriculture and Farm Safety","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Philosophy","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":[],"consensus_categories":[],"category_scores_codex":[0.00003993976,0.0002086038,0.0002696613,0.00001015977,0.0001430692,0.000007936351,0.0003906901,0.0003386718,0.0001385666],"category_scores_gemma":[4.846347e-7,0.00009407857,0.0002285906,0.000004935268,0.0001282274,0.00003246403,0.0001674017,0.0001961293,0.00002607643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002984493,"about_ca_system_score_gemma":0.000005585407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003502832,"about_ca_topic_score_gemma":0.01364226,"domain_scores_codex":[0.9992288,0.00001167626,0.0001288779,0.0002642674,0.000206378,0.0001600017],"domain_scores_gemma":[0.9995205,0.00004879236,0.0002047141,0.00007501813,0.00009113504,0.0000598602],"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":[0.0002956779,0.000102551,0.0001526832,0.0001172662,0.0003521914,0.0002649559,0.0001989132,0.000009777964,0.004655082,0.4819766,0.1991158,0.3127585],"study_design_scores_gemma":[0.00009997226,0.00008157052,0.00142531,0.00004939933,0.00008671163,0.000003512857,0.0000720335,0.000002113749,0.00006361194,0.001330325,0.9965343,0.0002511763],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001909117,0.0001424223,0.000008917338,0.00002278462,0.00006885803,0.0002019111,0.000376051,0.0000688438,0.9972011],"genre_scores_gemma":[0.01427462,0.00005846841,0.00005699709,0.00003276054,0.0002837394,1.161613e-7,0.000197274,0.000001662706,0.9850944],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7974185,"threshold_uncertainty_score":0.7612699,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02303535605361686,"score_gpt":0.1550686547147543,"score_spread":0.1320332986611374,"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."}}