{"id":"W2938647780","doi":"10.18733/cpi29462","title":"Part 1: Mapping the Landscapes: Introduction and Looking Backwards, Looking Forwards: Reflections","year":2019,"lang":"en","type":"article","venue":"Cultural and Pedagogical Inquiry","topic":"American Environmental and Regional History","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"History; Cartography; Geography; Art history","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002103142,0.0009932715,0.000488517,0.001036009,0.004558316,0.007558793,0.001403637,0.002816301,0.01281911],"category_scores_gemma":[0.006860116,0.0003234371,0.0004248769,0.00133971,0.005144477,0.004668762,0.003423539,0.007787585,0.003762715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002247008,"about_ca_system_score_gemma":0.001951344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002173639,"about_ca_topic_score_gemma":0.004041437,"domain_scores_codex":[0.9988586,0.0006378373,0.00003134074,0.000113458,0.0002579924,0.0001007395],"domain_scores_gemma":[0.9980561,0.001311875,0.0001158547,0.00009706479,0.0002363287,0.0001828176],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007694988,0.0001739321,0.0005482135,0.001018774,0.00001006008,0.0009042372,0.1373135,0.0003361304,0.002971137,0.09312997,0.6949126,0.06860436],"study_design_scores_gemma":[0.000005054758,0.00005430689,0.0005915558,0.000703965,0.000003590885,0.0002835322,0.04271308,0.00008041269,0.0005767263,0.006711163,0.9482598,0.0000168719],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04354251,0.07048418,0.02254865,0.1744887,0.1021331,0.001000135,0.0009830561,0.0004895023,0.5843301],"genre_scores_gemma":[0.2319471,0.04584134,0.01234439,0.02629087,0.0300986,0.001211198,0.0006168685,0.001291946,0.6503577],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01281911,"threshold_uncertainty_score":0.04288417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2485561203351891,"score_gpt":0.3516667564958247,"score_spread":0.1031106361606356,"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."}}