{"id":"W82179601","doi":"10.4018/978-1-59140-989-2.ch154","title":"SMEs and Portals","year":2007,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Business; Perspective (graphical); Section (typography); Small and medium-sized enterprises; Public relations; Political science; Advertising; Computer science; Finance","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001553461,0.0003280555,0.0002923339,0.0001492279,0.0001211677,0.0002647492,0.0001340142,0.0003701882,0.0001815837],"category_scores_gemma":[0.00001241706,0.000317483,0.00006800678,0.00004305151,0.00009997399,0.0002903907,0.00011489,0.0001819353,0.000290816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003072939,"about_ca_system_score_gemma":0.00003363849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001475321,"about_ca_topic_score_gemma":0.0001272127,"domain_scores_codex":[0.9988453,8.078692e-7,0.0003437979,0.0003335309,0.000239065,0.0002374736],"domain_scores_gemma":[0.9992186,0.000007021475,0.0003252837,0.000208021,0.0002289242,0.00001210034],"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":[0.00001992825,0.000003688914,0.000223867,0.0001107043,0.00003247901,0.00004259669,0.000001393534,4.402368e-7,0.00000717064,0.9835648,0.004022167,0.01197075],"study_design_scores_gemma":[0.0002458916,0.000006555938,0.001550994,0.0001685452,0.00009098563,0.00001390976,0.000007440442,0.00002135292,0.000005679737,0.5995551,0.3978882,0.0004453205],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0009520159,0.0002453004,0.00007195479,0.0001317095,0.000490765,0.0001958108,0.0000109936,0.0001576944,0.9977438],"genre_scores_gemma":[0.8303538,0.000008893091,0.0001870918,0.007599479,0.004242038,0.000008527703,0.00007141104,0.00009900675,0.1574298],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.840314,"threshold_uncertainty_score":0.9999277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0323991406304928,"score_gpt":0.2447981325226124,"score_spread":0.2123989918921196,"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."}}