{"id":"W2273438995","doi":"10.1159/000271539","title":"The Systematization of Dialectical Logic for the Study of Development and Change. An Introduction","year":2009,"lang":"en","type":"article","venue":"Human Development","topic":"Educational and Psychological Assessments","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Icon; Citation; Dialectic; Computer science; Subject (documents); Download; World Wide Web; Information retrieval; Epistemology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007238813,0.00009109889,0.0001371746,0.00003905385,0.0003567074,0.000017026,0.0001497249,0.00003749101,0.00006265623],"category_scores_gemma":[0.00002573967,0.00004831923,0.00001371816,0.0001052962,0.00004427967,0.00003583317,0.00001662155,0.00005308905,0.000003303137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003271861,"about_ca_system_score_gemma":0.00002866292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004967163,"about_ca_topic_score_gemma":0.00003086258,"domain_scores_codex":[0.9989494,0.0001174617,0.0004220837,0.0002033418,0.0001787271,0.0001289739],"domain_scores_gemma":[0.9993213,0.0001648465,0.0001801394,0.0001820505,0.0001219988,0.00002962152],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0005158418,0.009955496,0.03746879,0.0002308671,0.0007012553,0.000001348151,0.2467166,0.000009926498,0.0005561559,0.3839376,0.005958536,0.3139476],"study_design_scores_gemma":[0.0005704932,0.0007714467,0.9819892,0.00001099915,0.00002047256,0.000002373558,0.007927503,0.000003450118,0.0001391174,0.001785012,0.006697156,0.00008275406],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957268,0.00008900148,0.0005764571,0.00113675,0.0004096731,0.001595975,4.254402e-7,0.00001217243,0.0004527668],"genre_scores_gemma":[0.997786,0.000001619997,0.0007950553,0.00009060309,0.0001887715,0.0005588682,0.00001204424,0.000004392411,0.0005626521],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9445204,"threshold_uncertainty_score":0.2743541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1726538140243434,"score_gpt":0.4274286431870441,"score_spread":0.2547748291627007,"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."}}