{"id":"W3169856491","doi":"10.1177/09593543211005545","title":"Reflections on an application of realism in psychology","year":2021,"lang":"en","type":"article","venue":"Theory & Psychology","topic":"Academic and Historical Perspectives in Psychology","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Positivism; Epistemology; Scientific realism; Realism; Psychological science; Psychological research; Sociocultural evolution; Psychology; Theoretical psychology; Sociology; Social psychology; Philosophy","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":[],"consensus_categories":[],"category_scores_codex":[0.03483582,0.0007893378,0.0009648196,0.00115753,0.01016851,0.008792264,0.004848524,0.02461637,0.007156616],"category_scores_gemma":[0.0597491,0.000616533,0.001791295,0.0009653958,0.05825908,0.01819563,0.006821496,0.04388283,0.001929789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00912308,"about_ca_system_score_gemma":0.006897234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007916019,"about_ca_topic_score_gemma":0.006839313,"domain_scores_codex":[0.9612759,0.02532817,0.0009539116,0.003020439,0.007719472,0.001702202],"domain_scores_gemma":[0.9217344,0.06530796,0.002382256,0.002289818,0.006753399,0.001532131],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001961635,0.00001673637,0.00009147589,0.00009589581,0.000006915405,0.0001463309,0.006720575,0.0001404742,0.00009961588,0.8603445,0.1293513,0.002966606],"study_design_scores_gemma":[0.00003322782,0.00002962237,0.0002439175,0.0004827235,0.000006344678,0.0001636898,0.00707351,0.0003780872,0.0002196469,0.4811615,0.5101694,0.00003834666],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.000752069,0.003225692,0.001759682,0.9662921,0.005315891,0.00001128624,0.00001311576,0.00001743412,0.02261274],"genre_scores_gemma":[0.1000713,0.003159458,0.003018629,0.8584338,0.01910093,0.0001632659,0.00002281214,0.0001546845,0.0158751],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03483582,"threshold_uncertainty_score":0.1842317,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06302388969374707,"score_gpt":0.4959956380296183,"score_spread":0.4329717483358712,"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."}}