{"id":"W4312300724","doi":"10.1353/asa.2022.0017","title":"Inscriptive studies: Toward a Field Articulation","year":2022,"lang":"en","type":"article","venue":"ASAP/journal","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Poetry; Articulation (sociology); Alphabet; Art history; White (mutation); Graffiti; Art; History; Politics; Visual arts; Artificial intelligence; Computer science; Literature; Law; Philosophy; Political science; Linguistics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009050118,0.0008883398,0.000447476,0.003495125,0.01136742,0.01327576,0.002020792,0.004740525,0.02453912],"category_scores_gemma":[0.00937804,0.0004731992,0.0002783222,0.001892718,0.02055864,0.01893456,0.009208944,0.009220532,0.0051041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007228896,"about_ca_system_score_gemma":0.007775381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008401823,"about_ca_topic_score_gemma":0.02428831,"domain_scores_codex":[0.9973635,0.001577696,0.00009612574,0.0002750013,0.0004051602,0.0002825546],"domain_scores_gemma":[0.9939627,0.002883233,0.0003232704,0.0005811945,0.0009232587,0.001326335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004484723,0.00006154292,0.000520331,0.0002401401,0.000004271201,0.0002889391,0.1138846,0.00005924873,0.000374618,0.385486,0.4066918,0.09234373],"study_design_scores_gemma":[0.000005133397,0.00001136778,0.0004188886,0.0005118995,0.000001648205,0.00011242,0.06636309,0.00003542051,0.0001438963,0.03922356,0.8931652,0.000007625949],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01466409,0.04696994,0.01223407,0.5070562,0.01563626,0.000144989,0.0003597312,0.0003410677,0.4025936],"genre_scores_gemma":[0.4414308,0.04335982,0.0177775,0.09236421,0.01156799,0.0006668031,0.001016194,0.00153549,0.3902812],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02453912,"threshold_uncertainty_score":0.08209151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0671533191072245,"score_gpt":0.2997390813136641,"score_spread":0.2325857622064396,"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."}}