{"id":"W856362119","doi":"10.1007/s12015-015-9595-7","title":"Focus on People and the Science Will Follow: Motivating Forces for Professional Movement in Stem Cell Research","year":2015,"lang":"en","type":"article","venue":"Stem Cell Reviews and Reports","topic":"Biomedical Ethics and Regulation","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"NeuroDevNet; University of British Columbia","funders":"Stem Cell Network","keywords":"Likert scale; Public relations; Focus group; Politics; Work (physics); Scale (ratio); Sociology; Political science; Psychology","routes":{"ca_aff":true,"ca_fund":true,"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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1037994,0.0006810715,0.000909487,0.002235851,0.02895308,0.02724345,0.002591736,0.02824556,0.008341353],"category_scores_gemma":[0.1066479,0.0008732192,0.0009327991,0.001581094,0.06445229,0.01401353,0.02239451,0.03133728,0.001825044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009519328,"about_ca_system_score_gemma":0.03195288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004820302,"about_ca_topic_score_gemma":0.009475745,"domain_scores_codex":[0.9109036,0.06067293,0.002187704,0.004087891,0.01488544,0.007262355],"domain_scores_gemma":[0.8090278,0.1288226,0.009641755,0.00453096,0.0127997,0.03517716],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00008491235,0.0002071076,0.002943526,0.0004122278,0.00005029457,0.0006521583,0.1954601,0.0001165704,0.00107411,0.6209136,0.1344322,0.04365319],"study_design_scores_gemma":[0.00007544601,0.0001070833,0.002759596,0.001188374,0.00003342916,0.0005914603,0.1464974,0.0002764146,0.0006539332,0.2502893,0.5974291,0.000098577],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02048021,0.007599836,0.007188272,0.8681977,0.006391083,0.0000691734,0.0000177642,0.00006103327,0.08999486],"genre_scores_gemma":[0.6912526,0.004479056,0.005193437,0.2666767,0.00450753,0.0003365374,0.00002996786,0.0002777961,0.02724637],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8962007,"threshold_uncertainty_score":0.5489501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09674779509564971,"score_gpt":0.3789266544680373,"score_spread":0.2821788593723876,"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."}}