{"id":"W7034546088","doi":"","title":"USO DE INFORMAÇÃO POR EMPREENDEDORES ACADÊMICOS: ESTUDO DE CASO EM DUAS UNIVERSIDADES NO BRASIL E CANADÁ","year":2024,"lang":"en","type":"article","venue":"Portuguese National Funding Agency for Science, Research and Technology (RCAAP Project by FCT)","topic":"Information Science and Libraries","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mindset; Preference; Similarity (geometry); Information behavior; Everyday life; Qualitative research; Information seeking; Descriptive research","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":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00614444,0.0002260356,0.0001983327,0.004372726,0.001847897,0.001379536,0.00245095,0.0002460606,0.00002130506],"category_scores_gemma":[0.002053064,0.0001979344,0.00006403463,0.007645051,0.001786753,0.00594178,0.0008533067,0.0006568287,0.00004099452],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006382456,"about_ca_system_score_gemma":0.008363247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002854418,"about_ca_topic_score_gemma":0.0000784273,"domain_scores_codex":[0.995523,0.00004768263,0.0004205929,0.0007330235,0.001789218,0.001486506],"domain_scores_gemma":[0.9975656,0.0004726471,0.0001044244,0.0003609161,0.001198,0.0002984071],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002409252,0.0000700143,0.004454578,0.0001501781,0.0000440014,0.00005691109,0.00367753,0.00001132223,0.003867382,0.8572469,0.04344786,0.08694927],"study_design_scores_gemma":[0.001674436,0.002829346,0.01481651,0.0004826558,0.00003017641,0.001446768,0.0120888,0.3195003,0.04500986,0.325831,0.2741987,0.002091437],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8135223,0.00505414,0.07018002,0.0157486,0.001544125,0.003460302,0.0005061261,0.002608645,0.08737575],"genre_scores_gemma":[0.9820134,0.0004410232,0.01160916,0.000213041,0.00009262922,0.0001877469,0.00003124006,0.00001465578,0.005397082],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5314159,"threshold_uncertainty_score":0.9996572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05416960952018828,"score_gpt":0.3605496668950384,"score_spread":0.3063800573748501,"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."}}