{"id":"W4245186834","doi":"10.4337/9780857933010.00005","title":"Preface","year":2012,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Youth Education and Societal Dynamics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Dalhousie University","keywords":"Philosophy; History","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001128462,0.0008596408,0.0006658651,0.001781366,0.003386548,0.004218227,0.001464888,0.00152296,0.556573],"category_scores_gemma":[0.006542215,0.0003201508,0.0005561649,0.001899418,0.000881948,0.003559464,0.002811154,0.003092869,0.3735089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002209936,"about_ca_system_score_gemma":0.002793313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004963962,"about_ca_topic_score_gemma":0.005190466,"domain_scores_codex":[0.9990214,0.0001454244,0.00006575389,0.0002121123,0.0004376294,0.0001176674],"domain_scores_gemma":[0.9976761,0.0003325618,0.00009101658,0.0002747079,0.001231992,0.0003936884],"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":[0.00003067657,0.00001833283,0.0001221218,0.0001016398,0.000002085237,0.00005622701,0.0001490364,0.00003118311,0.0001020379,0.01056647,0.9567922,0.03202787],"study_design_scores_gemma":[0.000002228009,0.000008002093,0.0002160123,0.00006007749,6.86782e-7,0.0000343537,0.000102942,0.00001142391,0.00003591944,0.001237254,0.9982888,0.000002348379],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001215061,0.005014059,0.002213391,0.01583417,0.06741828,0.0003173091,0.007566116,0.0006997447,0.8997219],"genre_scores_gemma":[0.006693535,0.002889744,0.001053613,0.005039168,0.00905094,0.0002076752,0.00649162,0.0004925547,0.9680811],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.443427,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04509841100282685,"score_gpt":0.290607395045859,"score_spread":0.2455089840430321,"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."}}