{"id":"W4246387768","doi":"10.5840/symposium20061011","title":"Introduction","year":2006,"lang":"en","type":"article","venue":"Symposium","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":["insufficient_payload"],"category_scores_codex":[0.001045965,0.001074022,0.0004131107,0.001350968,0.001641401,0.004483101,0.001574648,0.002145691,0.5446866],"category_scores_gemma":[0.001864305,0.0002607057,0.0007415356,0.000661427,0.0004439314,0.001829268,0.00225614,0.002189096,0.4533762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001133559,"about_ca_system_score_gemma":0.002232597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002069436,"about_ca_topic_score_gemma":0.004147431,"domain_scores_codex":[0.9993381,0.0000753671,0.00001937405,0.0001296001,0.0003077854,0.000129714],"domain_scores_gemma":[0.998811,0.0000661417,0.00003631507,0.00009444555,0.0005727688,0.0004193629],"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":[0.00005213023,0.00004715309,0.0001228509,0.0001138832,0.000002459872,0.00004692622,0.00004361447,0.00003454979,0.0005741407,0.006764495,0.9092838,0.08291422],"study_design_scores_gemma":[0.000003829135,0.00001315425,0.000154217,0.00004824059,0.000001801745,0.00003727744,0.00003620662,0.00001594056,0.000137935,0.0007775116,0.9987709,0.000003021848],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001153575,0.003611012,0.005461172,0.01821128,0.04948206,0.0003063666,0.002241282,0.001666424,0.9178667],"genre_scores_gemma":[0.002008207,0.001439155,0.001004203,0.002949197,0.004067144,0.0000746983,0.001142924,0.0001817666,0.9871328],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4553134,"threshold_uncertainty_score":0.6494493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00431000880443163,"score_gpt":0.2088801591340596,"score_spread":0.204570150329628,"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."}}