{"id":"W1986810586","doi":"10.1177/1532708614530308","title":"My Imaginary Friend","year":2014,"lang":"en","type":"article","venue":"Culture Studies &#x2194 Critical Methodologies","topic":"Counseling, Therapy, and Family Dynamics","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"The Imaginary; Identity (music); Agency (philosophy); TRACE (psycholinguistics); Representation (politics); Power (physics); Space (punctuation); Sociology; Art; Aesthetics; Epistemology; Psychology; Philosophy; Linguistics; Psychoanalysis; Physics; Political science; Law; Politics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001947663,0.0004655565,0.0008596046,0.00009164003,0.000461082,0.0000650899,0.0005035896,0.0003272283,0.0002186045],"category_scores_gemma":[0.01140354,0.0003408369,0.0002563033,0.0002749884,0.001774,0.0001413084,0.0002365265,0.0006495782,0.0002544731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005498836,"about_ca_system_score_gemma":0.00001492645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001511781,"about_ca_topic_score_gemma":0.000009132797,"domain_scores_codex":[0.9959373,0.001606596,0.0004879086,0.0008138765,0.0002813828,0.0008729012],"domain_scores_gemma":[0.9924765,0.006074342,0.0000847056,0.0007210843,0.000500228,0.0001431848],"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":[0.0004281689,0.0002974612,0.001100351,0.0002447086,0.0009399987,0.0001059114,0.1510323,0.00001107405,0.001978339,0.6239237,0.1630013,0.05693669],"study_design_scores_gemma":[0.0009128476,0.0008376741,0.004490561,0.00007930523,0.0002831914,0.00009655658,0.2726041,0.00003083058,0.00003039308,0.4691814,0.2505817,0.0008715246],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07809862,0.1328656,0.5188729,0.01984154,0.0293436,0.001177946,0.0001293716,0.003006832,0.2166636],"genre_scores_gemma":[0.5657376,0.004456138,0.414841,0.006395958,0.002404924,0.0003021699,0.0000206188,0.0001121992,0.005729425],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.487639,"threshold_uncertainty_score":0.9999044,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1285094342099945,"score_gpt":0.4672490569271527,"score_spread":0.3387396227171582,"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."}}