{"id":"W2547294120","doi":"10.5751/es-00337-050226","title":"Reflections on Integration, Interaction, and Community: the Science One Program and Beyond","year":2002,"lang":"en","type":"article","venue":"Conservation Ecology","topic":"Service-Learning and Community Engagement","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Sociology; Environmental resource management; Management science; Computer science; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.02575957,0.000844477,0.0006552287,0.001078063,0.03124821,0.01284714,0.005317131,0.0128379,0.006748763],"category_scores_gemma":[0.03119829,0.0006394869,0.001094732,0.001413114,0.02742886,0.02064393,0.02401814,0.03157585,0.0008457888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01138144,"about_ca_system_score_gemma":0.02853972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01943404,"about_ca_topic_score_gemma":0.03457276,"domain_scores_codex":[0.9707692,0.0216458,0.0003180956,0.001060445,0.002008313,0.004198152],"domain_scores_gemma":[0.9696037,0.01497993,0.0007602591,0.001417091,0.002352726,0.01088628],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009321423,0.001252854,0.002794874,0.0002702661,0.00001323146,0.002046854,0.7222202,0.0003651197,0.0008042281,0.09686884,0.1176406,0.05562967],"study_design_scores_gemma":[0.00003796463,0.0002263792,0.001163176,0.0002745847,0.00001039795,0.0004258543,0.6303339,0.0002794866,0.0005815622,0.01845106,0.3481773,0.00003828188],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1046951,0.001269577,0.008255717,0.8341953,0.004156934,0.0005250922,0.0000482995,0.0001188652,0.04673515],"genre_scores_gemma":[0.7565941,0.002786711,0.01077781,0.174855,0.001731847,0.001806108,0.00008591814,0.000432337,0.05093009],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03124821,"threshold_uncertainty_score":0.1362313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1743937771033809,"score_gpt":0.4041506303356514,"score_spread":0.2297568532322705,"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."}}