{"id":"W4234363481","doi":"10.31542/j.ecj.127","title":"Collaboration","year":2013,"lang":"en","type":"article","venue":"Earth Common Journal","topic":"Forest Management and Policy","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"MacEwan University","funders":"MacEwan University","keywords":"Political science; Library science; Sociology; Engineering ethics; Engineering; Computer science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.03035107,0.0008650651,0.0007597752,0.002134075,0.009210549,0.0190442,0.002936881,0.004792085,0.1304729],"category_scores_gemma":[0.07646473,0.0005829878,0.0009329554,0.002177151,0.004177359,0.01447997,0.02937471,0.006559698,0.05884464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004667094,"about_ca_system_score_gemma":0.02039075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001878914,"about_ca_topic_score_gemma":0.002757798,"domain_scores_codex":[0.9379759,0.03591108,0.00253986,0.004803436,0.01181062,0.006959166],"domain_scores_gemma":[0.8887326,0.01870263,0.005408849,0.01522083,0.02616737,0.04576773],"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":[0.0000999322,0.0001223524,0.002201677,0.0004068229,0.00006616981,0.0003174257,0.01227761,0.0002219953,0.0005911805,0.1139491,0.7285153,0.1412303],"study_design_scores_gemma":[0.00001048053,0.00003019543,0.0004036064,0.0002684335,0.000006407243,0.0001422873,0.003636386,0.00007199904,0.00008403537,0.02292373,0.972406,0.00001635167],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006623711,0.004906693,0.04499584,0.1499088,0.01317091,0.0007623459,0.0007034475,0.001611197,0.7773171],"genre_scores_gemma":[0.2364007,0.007286666,0.03002399,0.07467732,0.006495609,0.001728236,0.002237045,0.001755626,0.6393948],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1304729,"threshold_uncertainty_score":0.4364753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0063963246066871,"score_gpt":0.2216357827853968,"score_spread":0.2152394581787097,"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."}}