{"id":"W4320461353","doi":"10.53841/bpsdeb.2003.1.107.29","title":"DECP Working Party on Parent Partnership","year":2003,"lang":"en","type":"article","venue":"DECP Debate","topic":"Educational and Psychological Assessments","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Learning Partnership","funders":"","keywords":"General partnership; Documentation; Psychology; Work (physics); Service (business); Public relations; Set (abstract data type); Quality (philosophy); Medical education; Political science; Medicine; Computer science; Business; Engineering; Marketing","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003461262,0.0001835099,0.0001687947,0.00005969546,0.0001238145,0.00003952982,0.0001947849,0.000120004,0.00575053],"category_scores_gemma":[0.0000586345,0.0001420122,0.00008989753,0.0002252866,0.00004769833,0.00003084855,0.00001266657,0.0002301722,0.00395051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003730136,"about_ca_system_score_gemma":0.00002434792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000990824,"about_ca_topic_score_gemma":0.0000083655,"domain_scores_codex":[0.9983467,0.0002833831,0.0002596617,0.0004421545,0.0002190308,0.0004490363],"domain_scores_gemma":[0.9990515,0.000288299,0.00008971171,0.0003544926,0.00003192232,0.00018415],"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":[0.0002286581,0.001884807,0.3420275,0.000008318517,0.0001882408,0.000122319,0.001861434,0.00002318687,0.00008318467,0.4757338,0.1367955,0.04104302],"study_design_scores_gemma":[0.000730228,0.0001717933,0.2829226,0.00003196643,0.00001875718,0.00002612284,0.0004055224,0.000002952399,0.0001569966,0.02481033,0.6904253,0.0002973917],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5366969,0.0002187148,0.0001246698,0.0007958323,0.00163351,0.000139336,0.000002379924,0.00007264878,0.4603161],"genre_scores_gemma":[0.9837309,0.00001224821,0.0003352287,0.003994055,0.0001867748,0.0001223285,0.00002106716,0.00001915988,0.01157831],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5536299,"threshold_uncertainty_score":0.996825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1931008267349265,"score_gpt":0.428015259147856,"score_spread":0.2349144324129295,"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."}}