{"id":"W7033738480","doi":"","title":"Sixteen Valley Conservation Area Summer Trail, Halton Region Canada","year":2011,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Machine Learning in Materials Science","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mile; Vegetation (pathology); Forest cover; Altitude (triangle)","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":["insufficient_payload"],"category_scores_codex":[0.0005331756,0.0004491429,0.0005619007,0.00008506907,0.0001247548,0.0001047695,0.0007608939,0.0003723672,0.5001191],"category_scores_gemma":[0.0003209632,0.0004279791,0.0000948907,0.00001426147,0.0002437964,7.89813e-7,0.0001331519,0.0002505752,0.005431918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000126293,"about_ca_system_score_gemma":0.0002731704,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8732728,"about_ca_topic_score_gemma":0.6229321,"domain_scores_codex":[0.9972801,0.0002185711,0.0008652675,0.000394602,0.0007659633,0.0004755207],"domain_scores_gemma":[0.9976256,0.0001326013,0.00124942,0.0006091245,0.0002128631,0.000170332],"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":[0.00006392235,0.00002277685,0.00001930754,0.0003668789,0.00001325891,0.00002574823,0.0001159772,0.0003199108,0.00003988341,0.00004572434,0.9987913,0.0001753067],"study_design_scores_gemma":[0.0003088631,0.00008986551,0.00006032578,0.000291915,0.00003694131,0.00007316074,0.00004453383,0.00006826819,0.0002645244,0.00001335549,0.9982958,0.0004523879],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000951464,0.0001145405,0.000005366266,0.000314705,0.001115169,0.0004867186,0.0001479808,0.0002401895,0.9966239],"genre_scores_gemma":[0.002553703,0.00007631187,0.002048101,0.0007398534,0.0001623007,0.00002243396,0.000147672,0.000130986,0.9941186],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4946872,"threshold_uncertainty_score":0.9998172,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01267320190114638,"score_gpt":0.1895366090984464,"score_spread":0.1768634071973,"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."}}