{"id":"W4408804750","doi":"10.28968/cftt.v11i1.41793","title":"Surveillant Metrics","year":2025,"lang":"en","type":"article","venue":"Catalyst Feminism Theory Technoscience","topic":"Organic Food and Agriculture","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.01192552,0.001412659,0.0006816919,0.005874326,0.002466728,0.01320701,0.001889839,0.001222339,0.01167751],"category_scores_gemma":[0.04880393,0.0005153902,0.000682313,0.007522248,0.005326329,0.0240627,0.01022824,0.002546183,0.002152415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00483531,"about_ca_system_score_gemma":0.004025802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007519939,"about_ca_topic_score_gemma":0.006607664,"domain_scores_codex":[0.9837804,0.006632742,0.00124446,0.002440379,0.005131501,0.000770532],"domain_scores_gemma":[0.9764507,0.007402067,0.003899261,0.004696464,0.006171484,0.001379973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00006266186,0.00004169398,0.02003868,0.0002926052,0.00005040745,0.0001217853,0.007570844,0.002912554,0.0006274664,0.7973029,0.01807837,0.1529001],"study_design_scores_gemma":[0.00001634841,0.0001774068,0.01198262,0.0006562709,0.00004868336,0.0003731361,0.01042887,0.008874012,0.001990491,0.3661858,0.5991213,0.0001450942],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.09567393,0.007493234,0.4340647,0.0333204,0.002121135,0.0006574671,0.005282355,0.003354764,0.4180319],"genre_scores_gemma":[0.8254344,0.004005508,0.130487,0.001657334,0.0006046905,0.0006589078,0.00317626,0.001312518,0.0326634],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9975333,"threshold_uncertainty_score":0.06306893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007384025977931688,"score_gpt":0.2066639402597875,"score_spread":0.1992799142818558,"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."}}