{"id":"W2064947823","doi":"10.1016/j.jsp.2013.04.003","title":"Scientific research in school psychology: Leading researchers weigh in on its past, present, and future","year":2013,"lang":"en","type":"article","venue":"Journal of School Psychology","topic":"Behavioral and Psychological Studies","field":"Psychology","cited_by":30,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Psychology; School psychology; Psychological research; Perception; Period (music); Applied psychology; Social psychology","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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2095324,0.00127623,0.005124616,0.01168336,0.01467745,0.03908366,0.005679683,0.02275672,0.005019875],"category_scores_gemma":[0.2300071,0.001382314,0.001693251,0.01420759,0.09141243,0.03869468,0.01294897,0.03752994,0.002033546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01552268,"about_ca_system_score_gemma":0.04161407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007058045,"about_ca_topic_score_gemma":0.0234939,"domain_scores_codex":[0.9145101,0.04253617,0.009739602,0.006483684,0.02358736,0.003143159],"domain_scores_gemma":[0.4720257,0.3476058,0.02691172,0.0260957,0.09652673,0.03083433],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.00078073,0.0009102823,0.04152302,0.01496842,0.001195776,0.0002770863,0.01768039,0.000480911,0.001752999,0.2042092,0.2032881,0.5129332],"study_design_scores_gemma":[0.0003780692,0.0006442106,0.03007252,0.04453798,0.0009905586,0.000494962,0.04620093,0.0006794966,0.0009524311,0.4773369,0.3972992,0.0004128286],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.002062063,0.2340916,0.001190488,0.7488558,0.01074995,0.0000241556,0.00005333111,0.00005352085,0.002919015],"genre_scores_gemma":[0.1903899,0.3330851,0.0120819,0.4007941,0.06126916,0.0001700804,0.0001653884,0.0001936888,0.001850705],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7904676,"threshold_uncertainty_score":0.9747872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5794858837401836,"score_gpt":0.532599957922443,"score_spread":0.04688592581774065,"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."}}