{"id":"W4407597021","doi":"10.23987/sts.152099","title":"Calvert Jane (2024) A Place of Science and Technology Studies: Observation, Intervention and Collaboration","year":2025,"lang":"en","type":"article","venue":"Science & Technology Studies","topic":"Big Data Technologies and Applications","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"","keywords":"Intervention (counseling); Psychology; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.01243311,0.0009702062,0.0007503676,0.002822184,0.006049233,0.007501395,0.001773109,0.01971756,0.01464483],"category_scores_gemma":[0.06104657,0.0009275308,0.0009020443,0.002762803,0.003672413,0.00915298,0.006699292,0.01827312,0.004785392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003649591,"about_ca_system_score_gemma":0.01858859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04155148,"about_ca_topic_score_gemma":0.09472048,"domain_scores_codex":[0.9911152,0.003906548,0.0006777656,0.0006610654,0.002884389,0.0007550198],"domain_scores_gemma":[0.9554834,0.01923757,0.00194291,0.001186956,0.01218454,0.009964656],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004265255,0.00002702467,0.0008436991,0.0001925187,0.00001351296,0.0001519963,0.001944215,0.00002904948,0.00009507715,0.007683651,0.9293159,0.05966068],"study_design_scores_gemma":[0.00003131295,0.00002372076,0.001738812,0.001189464,0.00002296049,0.0002120035,0.003481453,0.00006886075,0.0001805726,0.008373778,0.9846377,0.00003931849],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0007040666,0.04260889,0.001454158,0.8931063,0.05549281,0.00004968107,0.0001316064,0.00004976035,0.006402754],"genre_scores_gemma":[0.02682289,0.06631423,0.007520589,0.750223,0.03190789,0.0005857038,0.000335606,0.0002800931,0.1160099],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9939508,"threshold_uncertainty_score":0.08261925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1558318137862283,"score_gpt":0.4525689746478403,"score_spread":0.2967371608616121,"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."}}