{"id":"W4254705822","doi":"10.1007/978-94-007-0753-5_104585","title":"Working Self","year":2014,"lang":"en","type":"book-chapter","venue":"","topic":"Youth Education and Societal Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Brandon University; University of Northern British Columbia","funders":"","keywords":"Psychology; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.0006320577,0.0004734319,0.0002967247,0.0006063302,0.003435682,0.004824542,0.0006783922,0.001330526,0.06736702],"category_scores_gemma":[0.001098178,0.0001346069,0.0001773142,0.0005014798,0.002918775,0.00347032,0.002907048,0.002402442,0.02689078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001310714,"about_ca_system_score_gemma":0.002302509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002304524,"about_ca_topic_score_gemma":0.005361994,"domain_scores_codex":[0.9995847,0.0001303848,0.00001176363,0.00007029348,0.0001226444,0.00008012256],"domain_scores_gemma":[0.9997469,0.00004382005,0.00001370095,0.00004849281,0.00005921213,0.00008791748],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006347476,0.00004228836,0.0001963513,0.0000365571,0.000002192765,0.0000551931,0.006833881,0.0000329624,0.00007961272,0.5673649,0.3256404,0.09970924],"study_design_scores_gemma":[0.000001251039,0.000003794483,0.0001502469,0.00008386308,6.980396e-7,0.00003898914,0.001406844,0.00001176617,0.00002391958,0.03887474,0.9594022,0.00000164661],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000867766,0.001941025,0.0005487468,0.00391636,0.000878862,0.00001263234,0.00003590823,0.00002448073,0.9917741],"genre_scores_gemma":[0.01822906,0.00159436,0.0003595685,0.001476296,0.0002807511,0.00004372879,0.0000633137,0.00003724428,0.9779156],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06736702,"threshold_uncertainty_score":0.2253651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0392862187685063,"score_gpt":0.2985170771612932,"score_spread":0.2592308583927869,"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."}}