{"id":"W4408929652","doi":"10.21971/p7g59s","title":"Contributors","year":2008,"lang":"en","type":"article","venue":"Crossing boundaries","topic":"","field":"","cited_by":0,"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":[0.001684579,0.0008685957,0.0005640629,0.002875136,0.002194325,0.003823813,0.001476255,0.001477714,0.7309418],"category_scores_gemma":[0.01770589,0.0003049957,0.0003037366,0.001299109,0.0005379069,0.001982156,0.002841903,0.001657274,0.487671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00149519,"about_ca_system_score_gemma":0.003037252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002241322,"about_ca_topic_score_gemma":0.003618911,"domain_scores_codex":[0.9985807,0.0002570748,0.00005128657,0.000281717,0.0006417262,0.0001875165],"domain_scores_gemma":[0.9882292,0.001496827,0.0003339837,0.001340108,0.005619065,0.00298082],"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":[0.0001423718,0.00004213716,0.000898048,0.00009560397,0.000002917816,0.0001295323,0.0003606353,0.00006489396,0.0005263481,0.01520915,0.9068132,0.07571512],"study_design_scores_gemma":[0.000009037441,0.000005249869,0.0003078311,0.00006378668,0.000002969547,0.00008350558,0.0002490578,0.00009382215,0.0002609959,0.00187873,0.9970397,0.000005263766],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004379573,0.0009796045,0.01420498,0.01384511,0.01829676,0.000895672,0.01049009,0.003712195,0.933196],"genre_scores_gemma":[0.007506143,0.0002992883,0.002905615,0.001771432,0.0007433711,0.0003214326,0.002918427,0.0007685556,0.9827659],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2690582,"threshold_uncertainty_score":0.3837788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03136987850318249,"score_gpt":0.2778128339909983,"score_spread":0.2464429554878158,"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."}}