{"id":"W2481467260","doi":"10.1075/z.168.10dub","title":"Chapter 10. The other middle-range theories","year":2011,"lang":"en","type":"book-chapter","venue":"John Benjamins Publishing Company eBooks","topic":"Pleistocene-Era Hominins and Archaeology","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Cognition; Cognitive science; Range (aeronautics); Bridge (graph theory); Psychology; Cognitive psychology; Biology; Engineering; Neuroscience","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.00204448,0.0007504732,0.0008896456,0.0003927372,0.001732849,0.001312206,0.002656958,0.001018766,0.006339671],"category_scores_gemma":[0.0003256043,0.000570799,0.0005103428,0.00005365101,0.003556347,0.0007757372,0.0007360983,0.001482048,0.0004472206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002009552,"about_ca_system_score_gemma":0.0004488377,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001612647,"about_ca_topic_score_gemma":0.05863376,"domain_scores_codex":[0.9959373,0.0002584072,0.0007847915,0.0008906431,0.00104001,0.001088772],"domain_scores_gemma":[0.9965512,0.0006901071,0.0007723238,0.00119345,0.000419267,0.000373612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004473456,0.00001890974,0.0003785161,0.00001884955,0.0001419342,0.0000289078,0.01987679,1.691425e-7,0.000002435678,0.9622882,0.004990092,0.01221048],"study_design_scores_gemma":[0.0002529997,0.00006213137,0.0007665431,0.0001416437,0.00007900237,0.000007379438,0.0005780807,0.000002375305,0.000006815696,0.2325657,0.7649766,0.0005608278],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002589804,0.0006566856,0.00005577569,0.003213493,0.001779239,0.0007914465,0.0001946429,0.000360024,0.9903589],"genre_scores_gemma":[0.2356332,0.00008611261,0.0001513519,0.001830137,0.002383575,0.00005288663,0.00002838294,0.0001576572,0.7596768],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7599865,"threshold_uncertainty_score":0.9997245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07073501434387898,"score_gpt":0.2621024245571718,"score_spread":0.1913674102132928,"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."}}