{"id":"W3135199679","doi":"10.71781/2849","title":"Quel est l’apport d’un observatoire photographique pour la protection et la mise en valeur des paysages : le cas des lanières agricoles de la MRC de Memphrémagog","year":2020,"lang":"fr","type":"dissertation","venue":"Papyrus : Institutional Repository (Université de Montréal)","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Art; Political 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":[],"consensus_categories":[],"category_scores_codex":[0.006966553,0.0005292307,0.0003677343,0.002294098,0.00763519,0.006971424,0.001244821,0.001589581,0.01205695],"category_scores_gemma":[0.009455836,0.0004904474,0.0003577043,0.002583575,0.00475494,0.003421798,0.004020383,0.001989129,0.002028622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008068266,"about_ca_system_score_gemma":0.01108151,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.19078,"about_ca_topic_score_gemma":0.414821,"domain_scores_codex":[0.9947888,0.002467774,0.0001761763,0.0007091881,0.0012288,0.0006292434],"domain_scores_gemma":[0.992035,0.002680362,0.001115849,0.0007686564,0.002591404,0.0008087237],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0004136478,0.0001368066,0.1686079,0.003051623,0.0001203621,0.005079209,0.4251981,0.0003092917,0.01192269,0.02538199,0.04033791,0.3194405],"study_design_scores_gemma":[0.000016437,0.0001581116,0.1513657,0.002035176,0.00008814538,0.001435228,0.3128718,0.0001386675,0.002792011,0.001812111,0.5271902,0.00009640872],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6928214,0.02294353,0.01597982,0.03079083,0.001861352,0.0007328794,0.002172205,0.0003594683,0.2323385],"genre_scores_gemma":[0.8838406,0.008068016,0.02029513,0.003118882,0.0002365255,0.0003679025,0.0005951169,0.0002184255,0.08325935],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.80922,"threshold_uncertainty_score":0.379339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01563999038853504,"score_gpt":0.2102947469548529,"score_spread":0.1946547565663179,"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."}}