{"id":"W7020677526","doi":"","title":"A Malagueira como nunca o foi","year":2017,"lang":"pt","type":"dissertation","venue":"Portuguese National Funding Agency for Science, Research and Technology (RCAAP Project by FCT)","topic":"SMEs Development and Digital Marketing","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Process (computing); Quarter (Canadian coin); Set (abstract data type); Architectural design; Base (topology)","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":["metaresearch","metaepi_narrow","sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.02013073,0.0006883186,0.000773078,0.006377487,0.01167345,0.001768766,0.003698092,0.001260939,0.0001398342],"category_scores_gemma":[0.02431184,0.0006847835,0.0002072266,0.006649754,0.007095222,0.002078014,0.0007115416,0.001543827,0.00007634091],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00110232,"about_ca_system_score_gemma":0.01118581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004561855,"about_ca_topic_score_gemma":0.0003548876,"domain_scores_codex":[0.9880973,0.0002017693,0.001044201,0.002316798,0.005361466,0.002978525],"domain_scores_gemma":[0.9907652,0.001476796,0.0009024443,0.0006256432,0.005701221,0.0005287117],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008147188,0.001276114,0.04856498,0.001382817,0.0004536853,0.00009306055,0.01130064,4.936475e-7,0.006903253,0.2731698,0.0877479,0.5682926],"study_design_scores_gemma":[0.005645611,0.004701752,0.028727,0.004564693,0.0002039336,0.0001288326,0.0750211,0.00305096,0.009654835,0.413153,0.448682,0.006466237],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.282676,0.009465494,0.0001146039,0.005880146,0.003544501,0.007814537,0.0008220427,0.0006849383,0.6889977],"genre_scores_gemma":[0.7977133,0.003560447,0.0005613464,0.00003569631,0.0003222919,0.001252788,0.0009059269,0.00007479051,0.1955734],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5618263,"threshold_uncertainty_score":0.9995604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09712073844545971,"score_gpt":0.4197043722131197,"score_spread":0.32258363376766,"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."}}