{"id":"W2904632447","doi":"10.22329/csw.v19i2.5687","title":"A Life Lesson","year":2018,"lang":"en","type":"article","venue":"Critical Social Work","topic":"Educational Leadership and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Honour; Privilege (computing); Aesthetics; Psychoanalysis; Psychology; History; Sociology; Art; Law; Political science; Archaeology","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":[],"consensus_categories":[],"category_scores_codex":[0.0008943877,0.0007678267,0.0004206452,0.0004427221,0.005063291,0.003368728,0.001015518,0.003857234,0.2533678],"category_scores_gemma":[0.003967283,0.0002374165,0.0007526542,0.0002413941,0.001031865,0.003575519,0.005008508,0.00831824,0.109594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00166352,"about_ca_system_score_gemma":0.002901392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003330511,"about_ca_topic_score_gemma":0.01241028,"domain_scores_codex":[0.9992462,0.0001865239,0.00001811548,0.00008729654,0.0002424485,0.0002194668],"domain_scores_gemma":[0.9978387,0.00008269279,0.00003763044,0.00008559728,0.0004475722,0.001507826],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002252592,0.0001121866,0.0001300406,0.00003385705,0.000002319862,0.0001614666,0.000448745,0.00002022109,0.0001276419,0.003634244,0.9675323,0.02777447],"study_design_scores_gemma":[0.000009977635,0.00004743836,0.0003311202,0.00008279277,0.000001648468,0.0002648737,0.001234959,0.00001627246,0.00006128941,0.002102054,0.9958412,0.000006330128],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005489407,0.00656955,0.003401605,0.3134347,0.06391019,0.0003276837,0.001049053,0.001420394,0.6043975],"genre_scores_gemma":[0.01758324,0.002311579,0.001970724,0.0784106,0.003184426,0.0001476831,0.0005656894,0.0003127896,0.8955132],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2533678,"threshold_uncertainty_score":0.8475999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.16138242418821,"score_gpt":0.472622621436047,"score_spread":0.311240197247837,"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."}}