{"id":"W3209040456","doi":"10.1080/14703297.2021.1997784","title":"Why is the proposal alone not sufficient for grant success? Building research fundability through collaborative research networking","year":2021,"lang":"en","type":"article","venue":"Innovations in Education and Teaching International","topic":"scientometrics and bibliometrics research","field":"Decision Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Negotiation; Agency (philosophy); Public relations; Funding Agency; Sociology; Work (physics); Experiential learning; Principal (computer security); Political science; Psychology; Pedagogy; Computer science; Social science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","bibliometrics","sts","scholarly_communication"],"consensus_categories":["metaresearch","bibliometrics"],"category_scores_codex":[0.06790169,0.0001254785,0.0001914209,0.01418484,0.002024916,0.004200386,0.001542197,0.0001069165,0.0001770075],"category_scores_gemma":[0.06722102,0.00009043083,0.00005765221,0.06544023,0.0005436038,0.0008105323,0.0007591614,0.001305586,0.00001201402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005619603,"about_ca_system_score_gemma":0.002319587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007028055,"about_ca_topic_score_gemma":0.0003910644,"domain_scores_codex":[0.9894176,0.001595391,0.0009268656,0.000927715,0.006539784,0.000592704],"domain_scores_gemma":[0.9599502,0.01481065,0.0002160201,0.0006801122,0.02424126,0.0001017368],"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":[0.00005200593,0.00125374,0.08968833,0.00001173853,0.00003049614,0.000001900709,0.007679848,0.0001108364,0.001144625,0.666658,0.1360116,0.09735683],"study_design_scores_gemma":[0.0004432755,0.00007240623,0.04901265,0.00006170468,0.000002263108,0.00001193306,0.01703158,0.0113186,0.001384073,0.152252,0.7682536,0.0001559667],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7884961,0.000610186,0.01842705,0.1794827,0.00345894,0.0009726205,0.00008850657,0.00001829377,0.008445661],"genre_scores_gemma":[0.9829332,0.0001010911,0.0129666,0.001628264,0.0005605523,0.0002770969,0.00004741295,0.00001214076,0.001473627],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.632242,"threshold_uncertainty_score":0.9992743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6178911184170436,"score_gpt":0.6523647550410882,"score_spread":0.03447363662404457,"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."}}