{"id":"W4243378452","doi":"10.3819/ccbr.2015.100005","title":"In Memory of Ronald G. Weisman","year":2015,"lang":"en","type":"article","venue":"Comparative Cognition & Behavior Reviews","topic":"Child and Animal Learning Development","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Reading (process); Psychology; Cognition; Comparative cognition; Cognitive psychology; Cognitive science; Developmental psychology; Neuroscience; Linguistics; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0005173273,0.000151233,0.0005032713,0.0001139902,0.00002473694,0.000007846186,0.0001167849,0.00004990125,0.002257239],"category_scores_gemma":[0.00003704206,0.0001327456,0.00008982931,0.0002297358,0.00007748221,0.00008283921,0.00003338083,0.0001990193,0.00205584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003918283,"about_ca_system_score_gemma":0.00003769191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001949972,"about_ca_topic_score_gemma":0.00002334847,"domain_scores_codex":[0.9985411,0.0003489392,0.0005422629,0.000263386,0.0001415485,0.0001628109],"domain_scores_gemma":[0.9993478,0.0000366078,0.0002303791,0.0001671445,0.0001241502,0.00009391092],"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":[0.0009140096,0.00873344,0.1383736,0.0002833455,0.0001561929,0.0003083786,0.08608207,0.000008800395,0.01162478,0.01619105,0.5053121,0.2320123],"study_design_scores_gemma":[0.001974873,0.000298714,0.4650544,0.0003760951,0.0001020642,0.00002829185,0.001680145,0.000002897681,0.001066567,0.0002254021,0.5288354,0.0003552523],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8854947,0.01288883,0.00008408351,0.0002018521,0.0006116,0.001251559,0.00001632698,0.00003485143,0.09941617],"genre_scores_gemma":[0.9964512,0.0001294136,0.0004112639,0.0003025231,0.00006996217,0.0003071572,0.0000588454,0.00001005103,0.002259613],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3266808,"threshold_uncertainty_score":0.9987212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2825951860269169,"score_gpt":0.4361208764452367,"score_spread":0.1535256904183198,"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."}}