{"id":"W7012865058","doi":"","title":"River Study #1","year":2006,"lang":"en","type":"other","venue":"Connecting Canadians: Canada’s Multicultural Newspapers Beta Website (Athabasca University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Wilderness; Work (physics); Photography; Aerial photography; Dirt; Land use","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0002750645,0.002088977,0.002048936,0.002920049,0.00121808,0.0002935445,0.002308169,0.0008655305,0.002300528],"category_scores_gemma":[0.0002741201,0.002263105,0.0006744296,0.002821479,0.0004050208,0.0004884693,0.0003984731,0.001469902,0.0005834741],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009818912,"about_ca_system_score_gemma":0.005215957,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9991555,"about_ca_topic_score_gemma":0.9999706,"domain_scores_codex":[0.9918934,0.0006626489,0.0008075619,0.002591905,0.001602973,0.002441499],"domain_scores_gemma":[0.9944807,0.0003280725,0.0012422,0.001653093,0.0004775613,0.001818348],"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":[0.00005140234,0.0001676528,0.004942287,0.00009694559,0.001610928,0.005013316,0.001504931,0.0001821828,0.0001829743,0.0001372218,0.9856012,0.0005089854],"study_design_scores_gemma":[0.003609177,0.0001314224,0.005482053,0.000453273,0.001472657,0.00007168328,0.02293713,0.00008369768,0.00001973832,3.000859e-7,0.9628591,0.002879766],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04594753,0.000837819,0.000005091302,0.0008162239,0.002418939,0.003823902,0.00619525,0.001751597,0.9382036],"genre_scores_gemma":[0.1120723,0.00002596136,0.0003716772,0.0003787592,0.0008893675,0.000006867309,0.001303304,0.001818032,0.8831337],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06612477,"threshold_uncertainty_score":0.9991852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00868394502891591,"score_gpt":0.1905249352151765,"score_spread":0.1818409901862606,"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."}}