{"id":"W4405631866","doi":"10.2139/ssrn.5009484","title":"The Conceptual Leap: A Conceptual Exploration ","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Child and Animal Learning Development","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Conceptual framework; Conceptual model; Computer science; Sociology; Social science","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":[0.002025131,0.0007951167,0.0003635059,0.001313604,0.001336141,0.004793443,0.001763256,0.001921485,0.03187538],"category_scores_gemma":[0.005929065,0.0005112347,0.0006440572,0.001560865,0.004001304,0.01213241,0.004254646,0.003447481,0.006626191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001171307,"about_ca_system_score_gemma":0.001929146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001755954,"about_ca_topic_score_gemma":0.002221905,"domain_scores_codex":[0.9990426,0.0005031323,0.00004328183,0.0001327435,0.0002393615,0.00003894471],"domain_scores_gemma":[0.9983904,0.0008581873,0.00006186248,0.0003432927,0.0002064054,0.0001398649],"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":[0.0000422706,0.00004462452,0.0005517537,0.0001366567,0.000009461956,0.0001796774,0.003361645,0.0005572034,0.0008215862,0.7918895,0.02924068,0.1731649],"study_design_scores_gemma":[0.00002041298,0.00002695513,0.0006696649,0.0002413404,0.00001075211,0.0007676185,0.002088621,0.01026137,0.001374459,0.7726368,0.2118727,0.00002920235],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02496677,0.002680736,0.7154319,0.01408834,0.0005189544,0.0002288871,0.001499779,0.002299268,0.2382855],"genre_scores_gemma":[0.3133678,0.00249053,0.614952,0.0008115791,0.0002231019,0.0005071482,0.001764514,0.001371753,0.0645115],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03187538,"threshold_uncertainty_score":0.1066337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03952797750736343,"score_gpt":0.3142104730850721,"score_spread":0.2746824955777087,"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."}}