{"id":"W112838840","doi":"","title":"13 Retro Keywords ... and Why They're Worth a Second Look","year":2004,"lang":"en","type":"article","venue":"English studies in Canada","topic":"Media, Communication, and Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Epistemology; Idealism; TRACE (psycholinguistics); Conceptualism; Sociology; Politics; Context (archaeology); Hegelianism; Materialism; Philosophy; Aesthetics; History; Law; Linguistics; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005036705,0.00008057703,0.0001462148,0.00003818783,0.0003919242,0.00002491284,0.0002123885,0.00003423508,0.00009915987],"category_scores_gemma":[0.001123718,0.00007937044,0.00001263618,0.0002046735,0.0001985523,0.0001295663,0.00005922672,0.0001537926,8.611451e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001118629,"about_ca_system_score_gemma":0.00241025,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9488571,"about_ca_topic_score_gemma":0.999834,"domain_scores_codex":[0.9990818,0.0001096123,0.0001622648,0.0001526583,0.0002498799,0.0002437751],"domain_scores_gemma":[0.9991888,0.0002881359,0.00005644542,0.0002224677,0.0001554941,0.00008868275],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000005171682,0.00002634513,0.1224565,0.00004278475,0.00004784674,0.000007476342,0.7718514,0.00004566999,3.958571e-7,0.003267405,0.09956326,0.002685745],"study_design_scores_gemma":[0.0003096472,0.0000129613,0.0217404,0.00007175178,0.000008928941,3.065253e-7,0.6464366,0.000001050367,0.000006577583,0.004649098,0.3265964,0.000166254],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9044322,0.006338414,0.000001520074,0.003056951,0.00228026,0.0001622344,0.000006306897,0.0000210777,0.08370104],"genre_scores_gemma":[0.994231,0.003763172,0.0001204771,0.0007471787,0.0004552183,0.00002378632,0.000003597327,0.000005767188,0.0006497871],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2270331,"threshold_uncertainty_score":0.427568,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03663045493626007,"score_gpt":0.3079894184083618,"score_spread":0.2713589634721018,"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."}}