{"id":"W7019178207","doi":"","title":"A framework to integrate and analyse industry-wide information for on-farm decision making in dairy cattle breeding /","year":2000,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Food Supply Chain Traceability","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"The Internet; Process (computing); Dairy cattle; Information system; Decision support system; Software; Dairy farming; Management information systems","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001170797,0.0005830044,0.0006306834,0.000259207,0.0006878164,0.000240337,0.0005606704,0.001560097,0.0001596114],"category_scores_gemma":[0.00338763,0.0003205752,0.0002186688,0.001235588,0.00003510456,0.0006062479,0.00009130205,0.002020981,0.00005749712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005688596,"about_ca_system_score_gemma":0.0000212209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004904748,"about_ca_topic_score_gemma":0.01761104,"domain_scores_codex":[0.9967926,0.0001625962,0.0009670079,0.0008682166,0.0005648942,0.0006446588],"domain_scores_gemma":[0.9969687,0.001945361,0.0003447851,0.0002237453,0.0002395764,0.0002778756],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001364051,0.0001175,0.001296777,0.0000824655,0.00003328289,0.000004318535,0.00006671681,0.000180428,0.002967123,0.0015534,0.00000993034,0.992324],"study_design_scores_gemma":[0.002415257,0.004850465,0.6913063,0.0105351,0.0003477139,0.00003200716,0.01267243,0.0004519145,0.02411571,0.1392195,0.1085776,0.005476023],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940416,0.00004485385,6.475067e-7,0.0001174332,0.0004395146,0.00123355,0.001211495,0.0001081024,0.002802753],"genre_scores_gemma":[0.9963298,0.00003242643,0.001523425,0.0007547807,0.00006481465,0.0002454136,0.0008597178,0.00001089225,0.0001787187],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.986848,"threshold_uncertainty_score":0.9999247,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02156292606288908,"score_gpt":0.2705596886076886,"score_spread":0.2489967625447995,"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."}}