{"id":"W4230113345","doi":"10.1007/978-1-349-72520-5_18","title":"R","year":2005,"lang":"en","type":"book-chapter","venue":"Palgrave Macmillan UK eBooks","topic":"Reflective Practices in Education","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":[0.001137697,0.0009595695,0.0005153015,0.001663473,0.001677219,0.00555855,0.0013631,0.001865794,0.6218491],"category_scores_gemma":[0.004613519,0.0003281588,0.000718963,0.0009702949,0.001326159,0.002582239,0.003327426,0.001828349,0.5619076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001586542,"about_ca_system_score_gemma":0.002143005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00474018,"about_ca_topic_score_gemma":0.003446784,"domain_scores_codex":[0.9984792,0.0002615116,0.000065805,0.0004411075,0.0005542783,0.0001981211],"domain_scores_gemma":[0.9983788,0.0002159317,0.00008706377,0.0004384173,0.0006659346,0.000213891],"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":[0.00007026303,0.00004247743,0.0004046761,0.0002584134,0.00001293593,0.0001570253,0.0002700283,0.0001149052,0.001514701,0.09762744,0.6836847,0.2158425],"study_design_scores_gemma":[0.000004171456,0.000007732922,0.0001663902,0.00006098615,0.000003467499,0.0001037304,0.00009255279,0.00003122169,0.0002516618,0.005082121,0.9941917,0.000004212272],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005045262,0.0005386313,0.002881537,0.001684394,0.001248086,0.00006692302,0.0006380631,0.0006498306,0.9917881],"genre_scores_gemma":[0.006786815,0.0009491916,0.002182924,0.002117846,0.0003417937,0.0001029465,0.001174737,0.0005093177,0.9858344],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3781509,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03653875771076341,"score_gpt":0.3394487791568252,"score_spread":0.3029100214460618,"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."}}