{"id":"W2287090091","doi":"10.5539/sar.v5n1p109","title":"The Practice Structured on the Discourse: Repertoires and Dominant Discourses in Brazilian Scientific Literature on Agrochemicals","year":2016,"lang":"en","type":"article","venue":"Sustainable Agriculture Research","topic":"Chemistry Education and Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Agrochemical; Meaning (existential); Pesticide; Control (management); Scientific literature; Order (exchange); Production (economics); Sociology of scientific knowledge; Quality (philosophy); Sociology; Perspective (graphical); Political science; Agriculture; Social science; Geography; Epistemology; Business; Computer science; Biology; Ecology; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["bibliometrics","sts"],"consensus_categories":[],"category_scores_codex":[0.03121872,0.0009031847,0.001231575,0.01470331,0.01176427,0.01318815,0.001732941,0.00323956,0.001786324],"category_scores_gemma":[0.06128922,0.0007776098,0.0006427731,0.01298362,0.03487549,0.01166829,0.007589561,0.002606447,0.000222378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01452673,"about_ca_system_score_gemma":0.01469912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02095599,"about_ca_topic_score_gemma":0.0179086,"domain_scores_codex":[0.9700922,0.02054743,0.001870291,0.001706057,0.004661496,0.001122385],"domain_scores_gemma":[0.9135097,0.07160075,0.005834586,0.002544405,0.005269044,0.001241444],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002370212,0.000009086561,0.001565103,0.0005983638,0.00001117344,0.0003860257,0.9229537,0.0000644232,0.0008501475,0.06023668,0.000592843,0.01270874],"study_design_scores_gemma":[0.00001444046,0.0000344812,0.004267324,0.003830192,0.00004509651,0.0004357804,0.8581566,0.0004374371,0.0009788428,0.03008654,0.1016666,0.00004669913],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7169698,0.0509809,0.0161686,0.0605212,0.0006600504,0.0002289494,0.0002564008,0.00008061799,0.1541334],"genre_scores_gemma":[0.989541,0.006334393,0.001901715,0.0007731569,0.00008414944,0.00007193565,0.00003479563,0.00002728232,0.001231617],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9882357,"threshold_uncertainty_score":0.1651024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01801190444205764,"score_gpt":0.4097283562374898,"score_spread":0.3917164517954322,"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."}}