{"id":"W4392279223","doi":"","title":"Foresters and Forestry in Canada : Beginnings and Development of an applied Science in the eastern Provinces (1880s-1940s)","year":2022,"lang":"en","type":"preprint","venue":"theses.fr (ABES)","topic":"Historical Studies and Socio-cultural Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Forestry; Geography; Agroforestry; Political science; Environmental science","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.002419749,0.0004384788,0.0004612992,0.004020127,0.02346152,0.008232651,0.001186339,0.001266537,0.00461965],"category_scores_gemma":[0.003669769,0.0004146872,0.0003071246,0.009774563,0.01325903,0.00239045,0.002543296,0.00270324,0.0002698417],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.2890642,"about_ca_system_score_gemma":0.4483404,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9989735,"about_ca_topic_score_gemma":0.9995927,"domain_scores_codex":[0.9973241,0.0002169195,0.00007084088,0.000264855,0.001036485,0.001086728],"domain_scores_gemma":[0.9949943,0.0008448828,0.0002693947,0.00009188634,0.002579796,0.001219736],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001939631,0.0001684372,0.1092921,0.001263768,0.0000865759,0.001669628,0.2852016,0.001707226,0.001436716,0.2956568,0.04662738,0.2566959],"study_design_scores_gemma":[0.00001365618,0.00004856774,0.2496899,0.001326121,0.00004539609,0.0002038493,0.1134943,0.0006874359,0.0005775458,0.006204097,0.6275994,0.0001097365],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4745733,0.0854045,0.001445035,0.06614378,0.0008392556,0.0002144478,0.002177227,0.0001051422,0.3690973],"genre_scores_gemma":[0.9089114,0.03145627,0.001534765,0.002945347,0.000105047,0.00004378122,0.0004353443,0.00003819085,0.0545298],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9765385,"threshold_uncertainty_score":0.8245848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03073617531803575,"score_gpt":0.2189565820290025,"score_spread":0.1882204067109667,"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."}}