{"id":"W4236391806","doi":"10.1007/978-1-349-72520-5_2","title":"A","year":2005,"lang":"en","type":"book-chapter","venue":"Palgrave Macmillan UK eBooks","topic":"Sociology and Education Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Francis Xavier University","funders":"","keywords":"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007350388,0.0006909618,0.0003188323,0.001651042,0.002173485,0.004630489,0.001016576,0.001817834,0.606253],"category_scores_gemma":[0.002510307,0.0002591538,0.0005983074,0.001109321,0.000883766,0.002397115,0.002513874,0.001634186,0.4427297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00167249,"about_ca_system_score_gemma":0.002180137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006038735,"about_ca_topic_score_gemma":0.005586494,"domain_scores_codex":[0.9992082,0.0001168108,0.000030931,0.0002085553,0.000309776,0.0001256959],"domain_scores_gemma":[0.9990059,0.0001157895,0.00003910167,0.0002138594,0.0004355553,0.0001899741],"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":[0.00008313679,0.00007042928,0.0005505773,0.0001648019,0.000008858854,0.0001640939,0.0003502966,0.0001379241,0.001530144,0.1257499,0.7025487,0.1686411],"study_design_scores_gemma":[0.00000350124,0.000008816131,0.0002494866,0.00004101745,0.000002168094,0.00006435534,0.0001230792,0.00004273581,0.0002666529,0.004863616,0.9943304,0.000004231107],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008239205,0.0003626462,0.00173535,0.001640903,0.001560913,0.00006651665,0.0007893976,0.0003868849,0.9926335],"genre_scores_gemma":[0.006557473,0.00044076,0.001253576,0.001302923,0.000233089,0.00006901482,0.0009777448,0.0001919054,0.9889737],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.393747,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.048584369485734,"score_gpt":0.3194338816749798,"score_spread":0.2708495121892458,"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."}}