{"id":"W7083169979","doi":"10.29173/css235","title":"Dedication","year":2012,"lang":"en","type":"article","venue":"Canadian Social Studies","topic":"Agriculture Sustainability and Environmental Impact","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Francis Xavier University","funders":"","keywords":"Social studies; Research methodology; Social life; Social issues","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001199155,0.00006556722,0.00006756049,0.00000898872,0.0004611629,0.00000564045,0.0000594532,0.00004117308,0.0008739778],"category_scores_gemma":[0.00004531707,0.00005330941,0.00002874017,0.0001067935,0.0002613155,0.0001869313,0.00004212668,0.00005045677,0.0007277065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001417275,"about_ca_system_score_gemma":0.000006875798,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02001002,"about_ca_topic_score_gemma":0.05086682,"domain_scores_codex":[0.9993922,0.00002187717,0.00006041492,0.00007832708,0.00009733398,0.0003498728],"domain_scores_gemma":[0.9996887,0.000010081,0.00001793675,0.0000451622,0.000002538911,0.00023554],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000001508508,0.00002928768,0.7806681,0.000005629651,0.00003169947,0.000001698892,0.01803769,0.000004301705,0.00009083105,0.0007203743,0.1824688,0.01794001],"study_design_scores_gemma":[0.00003182194,0.000005405699,0.7357653,5.977254e-7,0.000008670988,0.000001070087,0.009145566,2.493259e-7,0.00002699528,0.0002904539,0.254645,0.00007891818],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9150694,0.0006194382,0.000006842629,0.003385397,0.0001581339,0.000127994,0.000005879953,0.00002206046,0.08060487],"genre_scores_gemma":[0.9981125,0.00002540432,0.00003867446,0.0008039383,0.0001988311,0.0000134316,0.000003509688,0.000003843612,0.0007998785],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08304311,"threshold_uncertainty_score":0.9865158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02253940264390431,"score_gpt":0.2684579295096921,"score_spread":0.2459185268657877,"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."}}