{"id":"W2150369350","doi":"10.1111/j.1556-3502.2010.51421.x","title":"Documenting COP‐15: Modes of Participation and Knowledge Flows","year":2010,"lang":"en","type":"article","venue":"Anthropology News","topic":"Cultural Heritage Management and Preservation","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Summit; Indigenous; Latin Americans; Library science; Sociology; Anthropology; Political science; Ecology; Geography","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008576614,0.00006538312,0.0001040751,0.00003713391,0.0002097693,0.00004042694,0.00005423282,0.00003496799,0.004478289],"category_scores_gemma":[0.00002318889,0.00005261281,0.00002224455,0.00001922302,0.0003906476,0.000245279,0.0000524702,0.00007205533,0.00002778548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002264328,"about_ca_system_score_gemma":0.000004552942,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001464259,"about_ca_topic_score_gemma":0.04566769,"domain_scores_codex":[0.9995631,0.00002882341,0.0001538585,0.000105014,0.00003790068,0.0001113072],"domain_scores_gemma":[0.9997311,0.00003890312,0.00006382399,0.00009090632,0.00005610578,0.00001912014],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002837428,0.0001040776,0.01368717,0.00008623821,0.00004980152,0.000001209671,0.04371963,0.000002204723,0.01679686,0.8718956,0.01049287,0.04313599],"study_design_scores_gemma":[0.0007417648,0.0001964815,0.004133502,0.00002297151,0.00009443915,0.000001032333,0.01742743,0.003952095,0.005459528,0.01202869,0.9556661,0.0002759979],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8884842,0.0001369845,0.00002245562,0.0006790286,0.0004724116,0.00009687703,0.000002728479,0.00002790117,0.1100774],"genre_scores_gemma":[0.9947887,0.00004833765,0.0001286487,0.00006004913,0.0002556962,0.00000955216,0.00001579252,0.000005205253,0.004688011],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9451732,"threshold_uncertainty_score":0.9964318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08283477410514413,"score_gpt":0.3183669248583301,"score_spread":0.235532150753186,"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."}}