{"id":"W2275549479","doi":"","title":"Pedagogy and Precarity: What's Love Got to Do With It? -- Introduction","year":2014,"lang":"en","type":"article","venue":"English studies in Canada","topic":"Youth Education and Societal Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Precarity; Sociology; Art; Aesthetics; Gender studies","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000422869,0.00007743978,0.0001450574,0.00002875614,0.0001780476,0.00008128997,0.00008840909,0.00002917899,0.00003317854],"category_scores_gemma":[0.0009965745,0.00007209447,0.000008910561,0.0002167385,0.0001699004,0.0002245969,0.00004101866,0.000110713,0.000001677791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007174851,"about_ca_system_score_gemma":0.000844066,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6714944,"about_ca_topic_score_gemma":0.996515,"domain_scores_codex":[0.999104,0.0001076028,0.0001101955,0.0002082785,0.0002523068,0.0002176527],"domain_scores_gemma":[0.9993844,0.0001715772,0.00003370236,0.0001096407,0.0001986115,0.0001020497],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001250335,0.00002024165,0.03483168,0.00003799954,0.00005144326,0.000001796497,0.8584269,0.0002129918,2.712772e-7,0.00727601,0.07400287,0.02512535],"study_design_scores_gemma":[0.00009520215,0.00002065518,0.006079775,0.00001932479,0.000005851116,1.71693e-7,0.635627,0.00001273848,7.869868e-7,0.0001264461,0.3579188,0.00009317813],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9199429,0.001260445,0.00003215072,0.04827452,0.008844085,0.000372342,0.000006776544,0.00002341769,0.02124334],"genre_scores_gemma":[0.9951895,0.0007417334,0.0001676031,0.001181178,0.001179011,0.00001137524,0.00000159602,0.000006179098,0.001521749],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3250206,"threshold_uncertainty_score":0.3306931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01997269679939669,"score_gpt":0.3288561171919117,"score_spread":0.308883420392515,"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."}}