{"id":"W6964098718","doi":"10.25316/ir-20294","title":"Plan Canada - Volume 63, Number 4 (Winter 2023)","year":2023,"lang":"fr","type":"other","venue":"VIUSpace (Vancouver Island University Library)","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009087481,0.001111457,0.000796913,0.002104767,0.004270186,0.007700969,0.001441274,0.004737043,0.5522587],"category_scores_gemma":[0.00215141,0.0008198809,0.0008178966,0.003723758,0.0007371907,0.001252752,0.001363639,0.002707389,0.2961438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01498006,"about_ca_system_score_gemma":0.03523315,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.815532,"about_ca_topic_score_gemma":0.9242859,"domain_scores_codex":[0.9986665,0.00003501272,0.00002580775,0.00009081911,0.0008191259,0.0003626713],"domain_scores_gemma":[0.9980586,0.00009561433,0.00003309799,0.00008330553,0.001124701,0.0006046177],"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":[0.00002402233,0.00002579526,0.0001930687,0.00002513939,0.000001504421,0.00001250782,0.00001209202,0.00005975922,0.00005594741,0.0008721183,0.9895751,0.009142856],"study_design_scores_gemma":[0.00002458734,0.00001174543,0.002517594,0.00004858067,0.000002711789,0.000009602478,0.00006560558,0.0001132091,0.00007490063,0.000270831,0.9968516,0.000009060872],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001730166,0.001085213,0.0003291959,0.003942549,0.002894905,0.0004797014,0.0247462,0.000839436,0.9639527],"genre_scores_gemma":[0.001013098,0.0001883833,0.00009897317,0.00056909,0.00005172598,0.00004684199,0.00269871,0.0001182136,0.9952149],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5522587,"threshold_uncertainty_score":0.6386486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004151985404841171,"score_gpt":0.1504984055988177,"score_spread":0.1463464201939765,"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."}}