{"id":"W2286672895","doi":"10.1080/10428230802490835","title":"Case Critical: Social Services and Social Justice in Canada (5th ed.) by Ben Carniol","year":2008,"lang":"en","type":"article","venue":"Journal of Progressive Human Services","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athabasca University; University of Regina","funders":"","keywords":"Scientism; Artifact (error); Certainty; Social justice; Sociology; Dehumanization; Environmental ethics; Epistemology; Social science; Philosophy; Psychology; Anthropology","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0005497226,0.0001736232,0.000384745,0.00005768818,0.002399193,0.0001598024,0.000494651,0.0001266337,0.0000916058],"category_scores_gemma":[0.00003002407,0.0001576611,0.00007613523,0.0002974431,0.0005289313,0.0007902366,0.00008056177,0.0003436661,0.00000139263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004017223,"about_ca_system_score_gemma":0.001135507,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.854131,"about_ca_topic_score_gemma":0.9604461,"domain_scores_codex":[0.9974733,0.0002725893,0.0004992935,0.0002281557,0.0009941142,0.0005325598],"domain_scores_gemma":[0.9984344,0.0001679055,0.0007129702,0.00005588741,0.0004231493,0.0002056404],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002047323,0.0006112674,0.3261268,0.001694861,0.0002061974,0.03171137,0.5572466,0.000008930208,0.0003194312,0.01422571,0.05721559,0.01042858],"study_design_scores_gemma":[0.00272762,0.0003759934,0.1768462,0.0004913791,0.0003775494,0.001926528,0.7214273,0.00008017618,0.00007482561,0.002619218,0.09176297,0.001290288],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913815,0.002960114,7.814671e-7,0.003739845,0.00043671,0.0001269434,0.00003882088,0.00001036974,0.00130493],"genre_scores_gemma":[0.997172,0.000207156,0.00005778707,0.0008830975,0.001592187,0.000005367122,0.000002149334,0.00001185143,0.0000684251],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1641807,"threshold_uncertainty_score":0.9988995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02557465817896271,"score_gpt":0.345822512948631,"score_spread":0.3202478547696683,"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."}}