{"id":"W7162205697","doi":"10.82308/51696","title":"Research Impact on the Move: A Study of Capacity Development for Reciprocal Knowledge Mobilization in Canada","year":2024,"lang":"en","type":"dissertation","venue":"","topic":"Community and Sustainable Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Capacity development; Reciprocity (cultural anthropology); Capacity building; Reciprocal; Qualitative research; Bridging (networking)","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005123483,0.0001488013,0.0002373003,0.0003209708,0.0007212845,0.00006372963,0.0004729202,0.0001248853,0.0001367012],"category_scores_gemma":[0.0007566913,0.0001010408,0.00003899896,0.001182895,0.0000376059,0.00004166445,0.00005382701,0.0005833966,0.000003804253],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.005864931,"about_ca_system_score_gemma":0.02611391,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9758803,"about_ca_topic_score_gemma":0.9998305,"domain_scores_codex":[0.9973012,0.0008616135,0.0003890705,0.0002283016,0.0008270597,0.0003927907],"domain_scores_gemma":[0.9974259,0.001458748,0.00006430752,0.0002133584,0.0007743555,0.00006340228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002731268,0.0009047115,0.00171061,0.0004518784,0.0001192079,0.000004270172,0.9568301,0.0001609732,0.000003106529,0.009540706,0.00920244,0.0207989],"study_design_scores_gemma":[0.0001595044,0.0001138149,0.02767759,0.0001943513,0.000006630852,2.618438e-8,0.9598866,0.0001098561,0.0001254263,0.001174715,0.01041059,0.0001409504],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9533681,0.00007349888,0.000003193705,0.0001218553,0.0002639621,0.002540798,0.000004642468,0.00001038231,0.04361358],"genre_scores_gemma":[0.9764352,0.00002223506,0.00002428124,0.00000921844,0.00002262005,0.0007109249,0.00006761101,0.00001441318,0.02269353],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02596698,"threshold_uncertainty_score":0.9979514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1196655453352646,"score_gpt":0.4383935653236507,"score_spread":0.3187280199883861,"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."}}