{"id":"W2003941549","doi":"10.1007/s12186-007-9004-8","title":"Introduction for the First Issue","year":2008,"lang":"en","type":"article","venue":"Vocations and Learning","topic":"Innovative Education and Learning Practices","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Epistemology; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00195805,0.001176204,0.001072116,0.00179857,0.002143518,0.00907836,0.002521832,0.006485731,0.6637695],"category_scores_gemma":[0.01381787,0.00048242,0.001072629,0.001273832,0.0009979698,0.005303736,0.003200516,0.005606207,0.5454324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001578073,"about_ca_system_score_gemma":0.002844835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001253682,"about_ca_topic_score_gemma":0.002007044,"domain_scores_codex":[0.9978358,0.0002725701,0.0001458526,0.0004152759,0.001060223,0.0002702775],"domain_scores_gemma":[0.9927235,0.00104826,0.0003675107,0.0009764322,0.002934409,0.001949774],"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":[0.000007216295,0.00001356511,0.00003080774,0.00006109179,0.000001284757,0.00001793309,0.00001189338,0.000004874503,0.0000374196,0.0008424105,0.9827298,0.01624165],"study_design_scores_gemma":[0.000003522958,0.000005841561,0.00008112955,0.00006303762,9.076049e-7,0.00002480184,0.00002387995,0.000005611836,0.00001756949,0.0003052459,0.999466,0.000002479003],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0002333843,0.006846537,0.0006786179,0.05414572,0.5149169,0.0002548065,0.002029227,0.001282149,0.4196127],"genre_scores_gemma":[0.001666495,0.003060384,0.0003656844,0.02845164,0.1027912,0.000148671,0.001224151,0.0005820816,0.8617098],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.6637695,"threshold_uncertainty_score":0.479592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07055231805192588,"score_gpt":0.3831717594371535,"score_spread":0.3126194413852276,"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."}}