{"id":"W2747293851","doi":"10.1071/aj10144","title":"Project updates—Devil Creek Development Project","year":2011,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Apache (Canada)","funders":"","keywords":"Geology; Project management; Development (topology); Construction engineering; Engineering; Systems engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007151939,0.0005546163,0.0004293122,0.002834208,0.00116076,0.002779315,0.001861067,0.0007212754,0.2919954],"category_scores_gemma":[0.01013012,0.0004262558,0.0002521663,0.002434823,0.0002722745,0.001261126,0.002651708,0.0009870826,0.05581437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001568301,"about_ca_system_score_gemma":0.009080831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01806271,"about_ca_topic_score_gemma":0.03133991,"domain_scores_codex":[0.9966839,0.0007491478,0.0002066294,0.0002680286,0.001811333,0.0002809583],"domain_scores_gemma":[0.9898761,0.0008188915,0.0002709583,0.0009522117,0.005437767,0.002644089],"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":[0.00008290233,0.00007942882,0.0009594572,0.0001043789,0.00000352908,0.00004438026,0.0001092685,0.00007946215,0.0001556509,0.001433097,0.905968,0.09098037],"study_design_scores_gemma":[0.00001931262,0.00003828007,0.002278363,0.00005091964,0.000002625643,0.00002674544,0.0001202674,0.00007567125,0.0002057709,0.0002706622,0.9969071,0.000004262307],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01245621,0.001642556,0.009692711,0.02092982,0.008696178,0.00398359,0.1898238,0.007135774,0.7456394],"genre_scores_gemma":[0.02716044,0.001322216,0.01660684,0.001414945,0.0004517309,0.001496863,0.1004833,0.001928081,0.8491356],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2919954,"threshold_uncertainty_score":0.976822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04778212436511056,"score_gpt":0.2380339467731927,"score_spread":0.1902518224080822,"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."}}